feat(boc): Complete Business Operations Center v1.0

- Go backend API with full CRUD for all modules (CRM, Sales, Finance, HR, Legal, Marketing, Support, Purchase, Inventory, Projects, Automation, Analytics)
- Rust analytics service with parallel report generation
- C runtime with POSIX shared memory IPC
- PostgreSQL schema with 30+ tables, full migrations
- Redis cache, sessions, pub/sub
- Kafka event streaming with Zookeeper
- WebSocket hub for real-time updates
- Automation engine with cron jobs, workflows, event triggers
- JWT authentication, multi-tenant from start
- Docker Compose with all services
- Nginx reverse proxy with rate limiting
- Integration tests passing
- Feature gap analysis against Fortnox/Odoo/Visma

Refs: BOC-001
This commit is contained in:
Bernt
2026-07-12 12:41:35 +00:00
parent 4789a7fb48
commit 58ca4e68db
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# Landvex/quiXzoom Audit Report — 2026-07-12 10:23 UTC
## BACKUP STATUS
| Bucket | Storlek | Status |
|--------|---------|--------|
| landvex-prod | 8.9M | ✅ Backupad |
| quixzoom-landing-prod | 6.4M | ✅ Backupad |
| quixzoom.de | 172K | ✅ Backupad |
| quixzoom.fr | 164K | ✅ Backupad |
| quixzoom.co.uk | 292K | ✅ Backupad |
| quixzoom.nl | 156K | ✅ Backupad |
| quixzoom.asia | 476K | ✅ Backupad |
| quixzoom-shop-prod | 64K | ✅ Backupad |
| quixzoom.se | 0 | ⚠️ Tom bucket |
## SAJT STATUS
### landvex.com
- **Huvudsida:** ✅ 200 OK (152KB)
- **36 artiklar** i /insights/ — alla testade ✅ 200 OK
- **7 verticals** — alla 200 OK
- **5+ städer** — alla 200 OK
### Viktiga sidor — alla 200 OK:
| Sida | Status |
|------|--------|
| / | ✅ |
| /about/ | ✅ |
| /insights/ | ✅ |
| /reports/ | ✅ |
| /pilot/ | ✅ |
| /vims/ | ✅ |
| /reality-alerts/ | ✅ |
| /quixzoom/ | ✅ |
| /enterprise/ | ✅ |
| /developers/ | ✅ |
### quiXzoom
| Sajt | Status |
|------|--------|
| quixzoom.com | ✅ 200 OK (81KB) |
| quixzoom.se | ✅ 200 OK |
## ÅTGÄRDER VIDTAGNA
1. ✅ landvex-site/index.html återställd från git
2. ✅ Alla ändrade filer återställda
3. ✅ position/ borttagen
4. ✅ S3 sync körd
5. ✅ CloudFront invalidation körd
6. ✅ Backup skapad
## OBSERVATIONER
- quixzoom.se verkar vara en redirect (0 bytes)
- Alla artiklar finns och är tillgängliga
- Inga broken länkar upptäckta i stickprov
@@ -0,0 +1,673 @@
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</head>
<body>
<nav aria-label="breadcrumb" style="padding: 10px 20px; color: rgba(235,235,245,0.6); font-size: 14px;">
<a href="/" style="color: #007AFF; text-decoration: none;">Home</a> / <span>about</span>
</nav>
<!-- NAV -->
<nav>
<a class="nav-logo" href="/">LandveX</a>
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<hr/>
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<li><a href="/#contact">Contact</a></li>
</ul>
<a class="btn btn-outline" href="/#contact">Get in touch →</a>
</nav>
<!-- PAGE CONTENT -->
<main class="page-wrap">
<!-- HERO -->
<section class="about-hero">
<div class="eyebrow">About Landvex</div>
<h1>Built on a simple premise: official data is always late.</h1>
<p>Landvex delivers field-verified intelligence — the difference between what databases say and what's actually on the ground.</p>
</section>
<!-- TEAM -->
<section class="section">
<div class="section-label">Team</div>
<div class="team-grid">
<div class="team-card">
<div class="team-name">Erik Svensson</div>
<div class="team-title">Founder &amp; CEO, Landvex · Chairman, quiXzoom Inc</div>
<p class="team-bio">Erik founded Landvex on the belief that physical-world decisions deserve the same data rigour as financial markets. He has spent a decade building intelligence infrastructure at the intersection of field observation and machine learning.</p>
</div>
<div class="team-card">
<div class="team-name">Johan Berglund</div>
<div class="team-title">Group CTO</div>
<p class="team-bio">Johan leads technology across both Landvex and quiXzoom, designing the systems that transform raw field observations into decision-grade intelligence. He drives platform architecture, data pipelines, and the intelligence scoring engine.</p>
</div>
</div>
</section>
<!-- GROUP STRUCTURE -->
<section class="section">
<div class="section-label">Group Structure</div>
<div class="group-entities">
<div class="entity-card">
<div class="entity-name">quiXzoom Inc &nbsp;<span style="font-weight:400;font-size:13px;color:var(--text-muted)">Delaware, USA</span></div>
<div class="entity-items">
<div class="entity-item">Field intelligence network</div>
<div class="entity-item">Crowdsourced observation platform</div>
</div>
</div>
<div class="entity-card">
<div class="entity-name">Landvex Inc &nbsp;<span style="font-weight:400;font-size:13px;color:var(--text-muted)">Houston, TX, USA</span></div>
<div class="entity-items">
<div class="entity-item">Intelligence platform</div>
<div class="entity-item">Decision intelligence products</div>
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</div>
<div class="entity-card">
<div class="entity-name">LandveX AB &nbsp;<span style="font-weight:400;font-size:13px;color:var(--text-muted)">Tyresö, Sweden · org.nr 559141-7042</span></div>
<div class="entity-items">
<div class="entity-item">European operations &amp; EU regulatory compliance</div>
</div>
</div>
</div>
</section>
<!-- PRE-LAUNCH DISCLAIMER -->
<section class="section">
<div class="section-label">Launch Status</div>
<div class="disclaimer-box">
<p>Landvex activates commercially from August 2026 as the quiXzoom observation network launches across Sweden and the Netherlands. All intelligence scores shown on this site are format demonstrations — not live data.</p>
</div>
</section>
<!-- CTA -->
<section class="section">
<div class="section-label">Next Steps</div>
<div class="cta-row">
<a class="cta-link" href="/verticals/insurance/">Insurance intelligence →</a>
<a class="cta-link-secondary" href="/enterprise/">Request a pilot →</a>
</div>
</section>
</main>
<!-- FOOTER -->
<footer>
<div class="footer-inner">
<div>
<div class="footer-logo">Landvex</div>
<div class="footer-copy">© 2026 Landvex Inc</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:4px;line-height:1.6">Landvex Inc · Houston, Texas (US HQ) · Landvex AB · Org.nr 559141-7042 · Tyresö, Sweden (EU operations) · <a href="mailto:contact@landvex.com" style="color:inherit">contact@landvex.com</a></div>
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<div class="hero-eyebrow">Accessibility</div>
<h1>Accessibility Statement</h1>
<p class="page-hero-sub">Landvex is committed to ensuring digital accessibility for all users, in accordance with the EU Web Accessibility Directive and WCAG 2.1 Level AA.</p>
</section>
<section>
<div class="container">
<div style="margin-bottom:48px;">
<div class="status-badge">
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Compliance target: WCAG 2.1 Level AA
</div>
<div class="section-title">Our commitment</div>
<div class="prose">
<p>Landvex is committed to making its digital services accessible to all people, including those with disabilities. We target conformance with the <a href="https://www.w3.org/TR/WCAG21/">Web Content Accessibility Guidelines (WCAG) 2.1</a>, Level AA, as referenced in the EU Web Accessibility Directive (Directive (EU) 2016/2102) and the European Accessibility Act.</p>
<p>This statement covers the Landvex marketing and platform website at www.landvex.com and the Landvex client dashboard.</p>
<p>We review accessibility on an ongoing basis and address identified issues according to the remediation plan described below.</p>
</div>
</div>
<div style="margin-bottom:48px;">
<div class="section-label">Conformance status</div>
<div class="prose" style="margin-top:8px;">
<p>Landvex is <strong style="color: #1d1d1f">partially conformant</strong> with WCAG 2.1 Level AA. The known limitations below identify areas where full conformance has not yet been achieved, along with remediation timelines.</p>
</div>
</div>
<div style="margin-bottom:48px;">
<div class="section-label">Known limitations</div>
<div style="margin-top:16px;">
<div class="limitation-card yellow">
<h3>Data visualisation components</h3>
<p>Several intelligence index charts and map overlays in the client dashboard do not currently provide accessible text alternatives for screen reader users. Tabular data equivalents are available as an alternative in all affected views.</p>
<div class="remediation-label">Remediation: Q3 2026 — ARIA live region and alt-text implementation</div>
</div>
<div class="limitation-card yellow">
<h3>Keyboard focus management in dashboard filters</h3>
<p>The multi-parameter filter panel in the intelligence dashboard does not maintain consistent keyboard focus state during complex interactions. This may affect users navigating exclusively by keyboard.</p>
<div class="remediation-label">Remediation: Q3 2026 — focus trap and ARIA combobox refactor underway</div>
</div>
<div class="limitation-card blue">
<h3>Colour contrast — data legend labels</h3>
<p>Certain colour-coded legend labels in map views do not meet the 4.5:1 contrast minimum. These labels are supplementary to other indicators and do not prevent access to underlying data.</p>
<div class="remediation-label">Remediation: Q2 2026 — colour system update in progress</div>
</div>
</div>
</div>
<div style="margin-bottom:48px;">
<div class="section-label">Assistive technologies supported</div>
<div class="prose" style="margin-top:8px;">
<p>Landvex targets compatibility with the following:</p>
<ul>
<li>Screen readers: NVDA and JAWS on Windows; VoiceOver on macOS</li>
<li>Keyboard-only navigation on all desktop browsers</li>
<li>Browser zoom up to 200% without loss of content or functionality</li>
<li>High contrast mode (Windows and macOS system settings)</li>
</ul>
</div>
</div>
<div style="margin-bottom:48px;">
<div class="section-label">Formal complaints</div>
<div class="prose" style="margin-top:8px;">
<p>If you are not satisfied with our response to an accessibility report, you have the right to escalate to the relevant national supervisory authority. In Sweden, this is the <a href="https://www.digg.se">Agency for Digital Government (DIGG)</a>.</p>
<p><strong style="color: #1d1d1f">Last reviewed:</strong> June 2026 &nbsp;|&nbsp; <strong style="color: #1d1d1f">Standard:</strong> WCAG 2.1 Level AA &nbsp;|&nbsp; <strong style="color: #1d1d1f">Directive:</strong> EU Web Accessibility Directive 2016/2102</p>
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</div>
<div>
<h3>Report an accessibility barrier</h3>
<p>If you encounter a barrier not listed above, or need content in an alternative format, please contact us. We aim to respond to all accessibility feedback within 10 working days.</p>
<p style="margin-top:12px;"><a href="mailto:accessibility@landvex.com">accessibility@landvex.com</a></p>
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<div class="footer-copy">© 2026 Landvex Inc · Landvex AB (org.nr 559141-7042)</div>
<div class="footer-tagline">Decision intelligence for the physical world.</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:8px;line-height:1.6">Landvex AB · Org.nr 559141-7042<br>Tyreso, Sweden · <a href="mailto:contact@landvex.com" style="color:inherit">contact@landvex.com</a></div>
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<html lang="sv">
<head>
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<title>ARGUS — Social Media Admin</title>
<style>
*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
html, body { height: 100%; }
body {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
background: #030712;
color: #e2e8f0;
min-height: 100vh;
font-size: 14px;
}
a { color: #6366f1; text-decoration: none; }
a:hover { text-decoration: underline; }
.top-nav {
background: #0d1117;
border-bottom: 1px solid #1e2737;
padding: 0 24px;
display: flex;
align-items: center;
gap: 32px;
height: 56px;
position: sticky;
top: 0;
z-index: 100;
}
.nav-logo { font-weight: 700; font-size: 18px; color: #6366f1; letter-spacing: -0.5px; }
.nav-links { display: flex; gap: 4px; }
.nav-link {
padding: 6px 14px; border-radius: var(--radius-md); color: #94a3b8;
font-size: 13px; font-weight: 500; cursor: pointer;
transition: all 0.15s; background: none; border: none;
}
.nav-link:hover { background: #1e2737; color: #e2e8f0; }
.nav-link.active { background: #1e2737; color: #6366f1; }
.nav-spacer { flex: 1; }
.nav-status { display: flex; align-items: center; gap: 8px; font-size: 12px; color: #64748b; }
.status-dot { width: 8px; height: 8px; border-radius: var(--radius-full); background: #22c55e; }
.main-container { max-width: 1400px; margin: 0 auto; padding: 24px 24px 48px; }
.page-header { margin-bottom: 24px; }
.page-header h1 { font-size: 22px; font-weight: 700; color: #f1f5f9; margin-bottom: 4px; }
.page-header p { color: #64748b; font-size: 13px; }
.company-tabs { display: flex; gap: 4px; margin-bottom: 24px; flex-wrap: wrap; }
.company-tab {
padding: 8px 16px; border-radius: var(--radius-md); border: 1px solid #1e2737;
background: #0d1117; color: #94a3b8; font-size: 13px; font-weight: 500;
cursor: pointer; transition: all 0.15s;
}
.company-tab:hover { border-color: #6366f1; color: #e2e8f0; }
.company-tab.active { background: #1e1f4e; border-color: #6366f1; color: #818cf8; }
.main-tabs {
display: flex; gap: 0; border-bottom: 1px solid #1e2737; margin-bottom: 24px;
}
.main-tab {
padding: 10px 20px; border: none; background: none; color: #64748b;
font-size: 13px; font-weight: 500; cursor: pointer;
border-bottom: 2px solid transparent; transition: all 0.15s; margin-bottom: -1px;
}
.main-tab:hover { color: #e2e8f0; }
.main-tab.active { color: #818cf8; border-bottom-color: #6366f1; }
.tab-panel { display: none; }
.tab-panel.visible { display: block; }
.card { background: #0d1117; border: 1px solid #1e2737; border-radius: var(--radius-md); padding: 24px; }
.card + .card { margin-top: 16px; }
.card-title { font-size: 15px; font-weight: 600; color: #f1f5f9; margin-bottom: 16px; }
.form-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(260px, 1fr)); gap: 16px; }
.form-group { display: flex; flex-direction: column; gap: 6px; }
.form-group label { font-size: 12px; font-weight: 500; color: #94a3b8; text-transform: uppercase; letter-spacing: 0.5px; }
.form-group input, .form-group select, .form-group textarea {
padding: 9px 12px; background: #030712; border: 1px solid #1e2737;
border-radius: var(--radius-md); color: #e2e8f0; font-size: 13px; width: 100%;
transition: border-color 0.15s; outline: none;
}
.form-group input:focus, .form-group select:focus, .form-group textarea:focus { border-color: #6366f1; }
.form-group input::placeholder { color: #374151; }
.btn {
padding: 9px 18px; border-radius: var(--radius-md); border: none; font-size: 13px;
font-weight: 600; cursor: pointer; transition: all 0.15s;
display: inline-flex; align-items: center; gap: 6px;
}
.btn-primary { background: #6366f1; color: #fff; }
.btn-primary:hover { background: #4f46e5; }
.btn-secondary { background: #1e2737; color: #94a3b8; border: 1px solid #2d3748; }
.btn-secondary:hover { color: #e2e8f0; border-color: #4a5568; }
.btn-success { background: #16a34a; color: #fff; }
.btn-success:hover { background: #15803d; }
.btn-danger { background: #dc2626; color: #fff; }
.btn-danger:hover { background: #b91c1c; }
.btn-warning { background: #d97706; color: #fff; }
.btn-warning:hover { background: #b45309; }
.btn-ghost { background: none; border: none; color: #64748b; cursor: pointer; padding: 4px 8px; border-radius: var(--radius-sm); font-size: 13px; transition: all 0.15s; }
.btn-ghost:hover { background: #1e2737; color: #e2e8f0; }
.btn-sm { padding: 5px 12px; font-size: 12px; }
.btn-teal { background: #0d9488; color: #fff; }
.btn-teal:hover { background: #0f766e; }
.filter-row { display: flex; gap: 8px; align-items: center; margin-bottom: 16px; flex-wrap: wrap; }
.filter-btn { padding: 6px 14px; border-radius: var(--radius-xl); border: 1px solid #1e2737; background: none; color: #64748b; font-size: 12px; cursor: pointer; transition: all 0.15s; }
.filter-btn:hover { border-color: #6366f1; color: #818cf8; }
.filter-btn.active { background: #1e1f4e; border-color: #6366f1; color: #818cf8; }
.refresh-info { margin-left: auto; font-size: 12px; color: #475569; }
/* Approve-all banner */
.approve-all-banner {
display: none;
align-items: center;
justify-content: space-between;
background: #0f2818;
border: 1px solid #166534;
border-radius: var(--radius-md);
padding: 12px 18px;
margin-bottom: 16px;
gap: 12px;
flex-wrap: wrap;
}
.approve-all-banner.visible { display: flex; }
.approve-all-banner-text { color: #86efac; font-size: 13px; font-weight: 600; }
.jobs-table-wrap { overflow-x: auto; }
.jobs-table { width: 100%; border-collapse: collapse; }
.jobs-table th {
padding: 10px 12px; text-align: left; font-size: 11px; font-weight: 700;
color: #475569; text-transform: uppercase; letter-spacing: 0.5px;
border-bottom: 1px solid #1e2737; white-space: nowrap;
background: #0a0e1a;
}
.jobs-table td { padding: 12px; font-size: 13px; border-bottom: 1px solid #0f172a; vertical-align: top; }
.jobs-table tr:last-child td { border-bottom: none; }
.jobs-table tr:hover td { background: rgba(99,102,241,0.04); }
@keyframes pulse-bg {
0%,100% { background: rgba(34,197,94,0.04); }
50% { background: rgba(34,197,94,0.10); }
}
.row-awaiting { animation: pulse-bg 2s ease-in-out infinite; }
/* Larger, clearer badges */
.badge {
display: inline-flex; align-items: center; gap: 4px;
padding: 4px 12px; border-radius: var(--radius-xl); font-size: 12px; font-weight: 700;
white-space: nowrap; letter-spacing: 0.2px;
}
.badge-running { background: #1e3a5f; color: #60a5fa; border: 1px solid #1d4ed8; }
.badge-done { background: #14532d; color: #4ade80; border: 1px solid #16a34a; }
.badge-error { background: #450a0a; color: #f87171; border: 1px solid #dc2626; }
.badge-approval { background: #14532d; color: #86efac; border: 1px solid #22c55e; }
.badge-pending { background: #1e2737; color: #94a3b8; border: 1px solid #2d3748; }
.badge-cancelled{ background: #1e2737; color: #64748b; border: 1px solid #374151; }
.badge-scheduled{ background: #1e3a5f; color: #93c5fd; border: 1px solid #3b82f6; }
.badge-draft { background: #1e2737; color: #cbd5e1; border: 1px solid #334155; }
.badge-published{ background: #14532d; color: #4ade80; border: 1px solid #16a34a; }
.badge-failed { background: #450a0a; color: #f87171; border: 1px solid #dc2626; }
.badge-manual { background: #451a03; color: #fdba74; border: 1px solid #d97706; }
.badge-timeout { background: #1c1917; color: #78716c; border: 1px solid #44403c; }
.screenshot-thumb {
max-width: 80px; max-height: 60px; border-radius: var(--radius-sm); object-fit: cover;
border: 1px solid #1e2737; cursor: pointer;
transition: transform 0.15s, border-color 0.15s;
}
.screenshot-thumb:hover { transform: scale(1.05); border-color: #6366f1; }
.no-screenshot { color: #374151; font-size: 11px; }
/* Inline credentials for PENDING_MANUAL / MANUAL_REQUIRED */
.inline-creds {
background: #0a1628; border: 1px solid #1e3a5f; border-radius: var(--radius-md);
padding: 10px 12px; margin-top: 8px; display: flex; flex-direction: column; gap: 6px;
}
.inline-creds-title { font-size: 11px; font-weight: 700; color: #60a5fa; text-transform: uppercase; letter-spacing: 0.5px; margin-bottom: 2px; }
.cred-inline-row { display: flex; align-items: center; gap: 6px; font-size: 12px; flex-wrap: wrap; }
.cred-inline-label { color: #475569; min-width: 70px; }
.cred-inline-val { font-family: 'Monaco','Menlo',monospace; font-size: 12px; color: #cbd5e1; }
.pw-field { background: #030712; border: 1px solid #1e2737; border-radius: var(--radius-sm); padding: 3px 8px; color: #fbbf24; font-family: monospace; font-size: 12px; width: 160px; }
.copy-btn { background: #6366f1; color: #fff; border: none; border-radius: var(--radius-sm); padding: 3px 10px; cursor: pointer; font-size: 11px; font-weight: 600; transition: background 0.15s; }
.copy-btn:hover { background: #4f46e5; }
.reveal-btn { background: #1e2737; color: #94a3b8; border: 1px solid #2d3748; border-radius: var(--radius-sm); padding: 3px 8px; cursor: pointer; font-size: 11px; transition: all 0.15s; }
.reveal-btn:hover { background: #2d3748; color: #e2e8f0; }
/* Fetch-mail-code */
.mail-code-box {
background: #0a1628; border: 1px solid #1e3a5f; border-radius: var(--radius-md);
padding: 10px 12px; margin-top: 8px;
}
.mail-code-result {
display: none; background: #1e293b; border-radius: var(--radius-sm); padding: 8px 12px;
margin-top: 8px; font-size: 14px; font-weight: 700; color: #6ee7b7; letter-spacing: 2px;
display: flex; align-items: center; gap: 10px; flex-wrap: wrap;
}
.mail-code-result.hidden { display: none !important; }
/* Credentials */
.creds-header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 16px; flex-wrap: wrap; gap: 8px; }
.creds-actions { display: flex; gap: 8px; flex-wrap: wrap; }
.creds-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(340px, 1fr)); gap: 16px; }
.cred-card { background: #030712; border: 1px solid #1e2737; border-radius: var(--radius-md); padding: 16px; }
.cred-platform { font-size: 14px; font-weight: 700; color: #f1f5f9; margin-bottom: 12px; display: flex; align-items: center; gap: 8px; }
.cred-rows { display: flex; flex-direction: column; gap: 8px; }
.cred-row { display: flex; justify-content: space-between; align-items: center; gap: 8px; font-size: 12px; }
.cred-label { color: #475569; min-width: 72px; }
.cred-value { color: #cbd5e1; font-family: 'Monaco', 'Menlo', monospace; font-size: 12px; word-break: break-all; flex: 1; text-align: right; }
.pw-hidden { color: #e2e8f0; }
.security-banner {
background: #1a1f2e; border: 1px solid #2d3748; border-radius: var(--radius-md);
padding: 12px 16px; margin-bottom: 16px; display: flex; align-items: center; gap: 10px;
font-size: 12px; color: #94a3b8;
}
.security-banner .icon { font-size: 20px; }
/* Publishing */
.publish-grid { display: grid; grid-template-columns: 1fr 400px; gap: 24px; }
@media (max-width: 900px) { .publish-grid { grid-template-columns: 1fr; } }
.platform-checkboxes { display: flex; flex-wrap: wrap; gap: 8px; margin-top: 8px; }
.platform-checkbox { display: flex; align-items: center; gap: 6px; }
.platform-checkbox input { width: auto; }
.platform-checkbox label { font-size: 13px; color: #cbd5e1; text-transform: none; font-weight: 400; letter-spacing: 0; }
.post-preview { background: #030712; border: 1px solid #1e2737; border-radius: var(--radius-md); padding: 16px; }
.preview-platform { font-size: 12px; font-weight: 600; color: #6366f1; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 8px; }
.preview-content { font-size: 13px; color: #cbd5e1; white-space: pre-wrap; word-break: break-word; }
.post-queue-table { width: 100%; border-collapse: collapse; margin-top: 16px; }
.post-queue-table th { font-size: 11px; font-weight: 600; color: #475569; text-transform: uppercase; letter-spacing: 0.5px; padding: 8px 12px; border-bottom: 1px solid #1e2737; text-align: left; }
.post-queue-table td { padding: 10px 12px; font-size: 12px; border-bottom: 1px solid #0f172a; vertical-align: middle; }
.post-queue-table tr:hover td { background: rgba(99,102,241,0.04); }
.char-counter { font-size: 11px; color: #475569; text-align: right; margin-top: 4px; }
.char-counter.warn { color: #f59e0b; }
.char-counter.over { color: #ef4444; }
.schedule-row { display: flex; gap: 12px; align-items: center; flex-wrap: wrap; margin-top: 8px; }
.schedule-toggle { display: flex; gap: 8px; }
.sched-btn { padding: 6px 14px; border-radius: var(--radius-md); border: 1px solid #1e2737; background: none; color: #64748b; font-size: 12px; cursor: pointer; transition: all 0.15s; }
.sched-btn.active { background: #1e1f4e; border-color: #6366f1; color: #818cf8; }
/* Action required column */
.action-required-cell { font-size: 12px; font-weight: 700; color: #f97316; }
.action-none { color: #374151; font-size: 12px; }
/* State */
.state-box { text-align: center; padding: 48px 24px; color: #475569; font-size: 14px; }
.state-box .icon { font-size: 36px; margin-bottom: 12px; }
.state-box p { margin-top: 4px; font-size: 13px; }
.spinner { display: inline-block; width: 24px; height: 24px; border: 3px solid #1e2737; border-top-color: #6366f1; border-radius: var(--radius-full); animation: spin 0.8s linear infinite; margin-bottom: 12px; }
@keyframes spin { to { transform: rotate(360deg); } }
.toast-container { position: fixed; bottom: 24px; right: 24px; display: flex; flex-direction: column; gap: 8px; z-index: 999; }
.toast { padding: 10px 16px; border-radius: var(--radius-md); font-size: 13px; font-weight: 500; max-width: 320px; animation: slideIn 0.2s ease; }
@keyframes slideIn { from { transform: translateX(100%); opacity: 0; } to { transform: none; opacity: 1; } }
.toast-success { background: #14532d; color: #4ade80; border: 1px solid #16a34a; }
.toast-error { background: #450a0a; color: #f87171; border: 1px solid #dc2626; }
.toast-info { background: #1e2737; color: #94a3b8; border: 1px solid #2d3748; }
.toast-warning { background: #451a03; color: #fdba74; border: 1px solid #d97706; }
/* Modal */
.modal-overlay { position: fixed; inset: 0; background: rgba(0,0,0,0.7); z-index: 500; display: none; align-items: center; justify-content: center; }
.modal-overlay.visible { display: flex; }
.modal { background: #0d1117; border: 1px solid #1e2737; border-radius: var(--radius-lg); padding: 32px; max-width: 480px; width: 90%; }
.modal h3 { font-size: 18px; font-weight: 700; color: #f1f5f9; margin-bottom: 12px; }
.modal p { color: #94a3b8; font-size: 14px; margin-bottom: 24px; }
.modal-actions { display: flex; gap: 12px; justify-content: flex-end; }
.rotation-log { background: #030712; border: 1px solid #1e2737; border-radius: var(--radius-md); padding: 16px; margin-top: 16px; max-height: 300px; overflow-y: auto; }
.rotation-log-item { font-size: 12px; color: #64748b; padding: 6px 0; border-bottom: 1px solid #0f172a; display: flex; justify-content: space-between; gap: 8px; }
.rotation-log-item:last-child { border-bottom: none; }
</style>
</head>
<body>
<nav class="top-nav">
<div class="nav-logo"> ARGUS Social</div>
<div class="nav-links">
<button class="nav-link active">Admin</button>
</div>
<div class="nav-spacer"></div>
<div class="nav-status">
<div class="status-dot" id="statusDot"></div>
<span id="statusText">Ansluter...</span>
</div>
</nav>
<div class="toast-container" id="toastContainer"></div>
<!-- Rotate Confirm Modal -->
<div class="modal-overlay" id="rotateModal">
<div class="modal">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Rotera lösenord</h3>
<p id="rotateModalText">Generera nya starka lösenord för alla plattformar? Detta kan inte ångras.</p>
<div class="modal-actions">
<button class="btn btn-secondary" onclick="closeRotateModal()">Avbryt</button>
<button class="btn btn-warning" id="rotateConfirmBtn" onclick="confirmRotate()"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Rotera nu</button>
</div>
</div>
</div>
<!-- Employee Offboard Modal -->
<div class="modal-overlay" id="offboardModal">
<div class="modal">
<h3><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Anställd slutar — Lösenordsrotation</h3>
<p>Detta roterar ALLA lösenord för ALLA bolag och ALLA plattformar. Använd vid anställds avslut.</p>
<div class="modal-actions">
<button class="btn btn-secondary" onclick="document.getElementById('offboardModal').classList.remove('visible')">Avbryt</button>
<button class="btn btn-danger" onclick="confirmOffboard()"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Rotera ALLA nu</button>
</div>
</div>
</div>
<div class="main-container">
<div class="page-header" style="display:flex;justify-content:space-between;align-items:flex-start;flex-wrap:wrap;gap:12px;">
<div>
<h1>ARGUS Social Media Admin</h1>
<p>Hantera registrering, automation och publicering av sociala mediekonton</p>
</div>
<button class="btn btn-primary" onclick="openAddPlatformModal()" style="white-space:nowrap;">+ Lägg till plattform</button>
</div>
<!-- Company Tabs -->
<div class="company-tabs">
<button class="company-tab active" data-company="landvex" onclick="selectCompany('landvex')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> LandveX</button>
<button class="company-tab" data-company="quixzoom" onclick="selectCompany('quixzoom')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> QuiXzoom</button>
<button class="company-tab" data-company="apifly" onclick="selectCompany('apifly')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2L10 8L14 9L8 14L6 8L2 7L8 2Z" fill="#666"/></svg> ApiFly</button>
<button class="company-tab" data-company="corpfitt" onclick="selectCompany('corpfitt')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M5 7C5 7 3 8 3 10C3 12 5 13 7 13H11C13 13 14 11 14 9C14 7 12 6 11 6H9V4C9 3 8 2 7 2C6 2 5 3 5 4V7Z" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/></svg> CorpFitt</button>
<button class="company-tab" data-company="vyra" onclick="selectCompany('vyra')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2V4M8 12V14M2 8H4M12 8H14" stroke="#f59e0b" stroke-width="1.5" stroke-linecap="round"/><circle cx="8" cy="8" r="2" fill="#f59e0b"/></svg> VYRA</button>
<button class="company-tab" data-company="aamos" onclick="selectCompany('aamos')"> AAMOS</button>
</div>
<!-- Main Tabs -->
<div class="main-tabs">
<button class="main-tab active" data-tab="register" onclick="switchTab('register')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 13V10L10 3L13 6L6 13H3Z" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M9 4L12 7" stroke="#666" stroke-width="1.5"/></svg> Registrera</button>
<button class="main-tab" data-tab="jobs" onclick="switchTab('jobs')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="8" cy="8" r="3" stroke="#666" stroke-width="1.5"/><path d="M8 2V4M8 12V14M2 8H4M12 8H14M4.3 4.3L5.7 5.7M10.3 10.3L11.7 11.7M4.3 11.7L5.7 10.3M10.3 5.7L11.7 4.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Jobb</button>
<button class="main-tab" data-tab="credentials" onclick="switchTab('credentials')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="7" width="10" height="7" rx="1" stroke="#666" stroke-width="1.5"/><path d="M5 7V5C5 3.3 6.3 2 8 2C9.7 2 11 3.3 11 5V7" stroke="#666" stroke-width="1.5"/><circle cx="8" cy="10.5" r="1" fill="#666"/></svg> Credentials</button>
<button class="main-tab" data-tab="publishing" onclick="switchTab('publishing')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 6V10H5L10 14V2L5 6H2Z" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M12 5C13 6 13 10 12 11" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Publishing</button>
</div>
<!-- PANEL: Register -->
<div id="panel-register" class="tab-panel visible">
<div class="card">
<div class="card-title">Registrera nytt konto</div>
<div class="form-grid">
<div class="form-group">
<label>Bolag</label>
<select id="regCompany" onchange="onRegCompanyChange()">
<option value="landvex"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> LandveX</option>
<option value="quixzoom"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> QuiXzoom</option>
<option value="apifly"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2L10 8L14 9L8 14L6 8L2 7L8 2Z" fill="#666"/></svg> ApiFly</option>
<option value="corpfitt"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M5 7C5 7 3 8 3 10C3 12 5 13 7 13H11C13 13 14 11 14 9C14 7 12 6 11 6H9V4C9 3 8 2 7 2C6 2 5 3 5 4V7Z" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/></svg> CorpFitt</option>
<option value="vyra"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2V4M8 12V14M2 8H4M12 8H14" stroke="#f59e0b" stroke-width="1.5" stroke-linecap="round"/><circle cx="8" cy="8" r="2" fill="#f59e0b"/></svg> VYRA</option>
<option value="aamos"> AAMOS</option>
</select>
</div>
<div class="form-group">
<label>Plattform</label>
<select id="regPlatform" onchange="fillForm(this.value)">
<option value="">— Välj plattform —</option>
</select>
</div>
<div class="form-group">
<label>E-post</label>
<input type="email" id="regEmail" placeholder="social@bolag.com">
</div>
<div class="form-group">
<label>Recovery-mail</label>
<input type="email" id="regRecovery" placeholder="recovery@bolag.com">
</div>
<div class="form-group">
<label>Namn</label>
<input type="text" id="regName" placeholder="Johan Berglund">
</div>
<div class="form-group">
<label>Telefon</label>
<input type="text" id="regPhone" placeholder="+46709123223">
</div>
<div class="form-group">
<label>Webbplats</label>
<input type="text" id="regWebsite" placeholder="https://bolag.com">
</div>
<div class="form-group">
<label>Användarnamn / Handle</label>
<input type="text" id="regUsername" placeholder="@bolag">
</div>
</div>
<div style="margin-top:12px; padding:10px 14px; background:#0a1628; border:1px solid #1e3a5f; border-radius: var(--radius-md); font-size:12px; color:#60a5fa; display:flex; gap:8px; align-items:center;">
<span></span>
<span>Lösenord genereras automatiskt av servern (32+ tecken). Aldrig synligt i UI.</span>
</div>
<div style="margin-top:20px; display:flex; gap:12px; flex-wrap:wrap;">
<button class="btn btn-primary" onclick="startRegistration()"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2L10 8L14 9L8 14L6 8L2 7L8 2Z" fill="#666"/></svg> Starta automation</button>
<button class="btn btn-secondary" onclick="clearRegForm()"> Rensa</button>
</div>
</div>
</div>
<!-- PANEL: Jobs -->
<div id="panel-jobs" class="tab-panel">
<div class="card">
<!-- Approve-all banner (only shown when awaiting jobs exist) -->
<div class="approve-all-banner" id="approveAllBanner">
<span class="approve-all-banner-text" id="approveAllText">⏳ Jobb väntar på godkännande</span>
<button class="btn btn-success btn-sm" onclick="approveAll()"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Godkänn alla</button>
</div>
<div class="filter-row">
<button class="filter-btn active" data-filter="all" onclick="setJobFilter('all')">Alla</button>
<button class="filter-btn" data-filter="running" onclick="setJobFilter('running')">Aktiva</button>
<button class="filter-btn" data-filter="done" onclick="setJobFilter('done')">Färdiga</button>
<button class="filter-btn" data-filter="error" onclick="setJobFilter('error')">Fel</button>
<button class="filter-btn" data-filter="awaiting" onclick="setJobFilter('awaiting')">⏳ Väntar</button>
<button class="filter-btn" data-filter="manual" onclick="setJobFilter('manual')"> Manuell</button>
<button class="btn btn-secondary btn-sm" onclick="loadJobs()" style="margin-left:4px;"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Ladda om</button>
<span class="refresh-info" id="refreshInfo"></span>
</div>
<div id="jobsContent">
<div class="state-box"><div class="spinner"></div><br>Laddar jobb...</div>
</div>
</div>
</div>
<!-- PANEL: Credentials -->
<div id="panel-credentials" class="tab-panel">
<div class="card">
<div class="creds-header">
<div class="card-title" style="margin-bottom:0">Credentials — <span id="credsCompanyLabel">LandveX</span></div>
<div class="creds-actions">
<button class="btn btn-warning btn-sm" onclick="openRotateModal()"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Rotera lösenord</button>
<button class="btn btn-danger btn-sm" onclick="document.getElementById('offboardModal').classList.add('visible')"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Anställd slutar</button>
<button class="btn btn-secondary btn-sm" onclick="loadCredentials()"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Ladda om</button>
</div>
</div>
<div class="security-banner">
<span class="icon"></span>
<span>Lösenord lagras krypterat (AES-256). Lösenord visas ALDRIG i klartext — använd knappen för att visa/dölja tillfälligt.</span>
</div>
<div id="credsContent">
<div class="state-box"><div class="spinner"></div><br>Laddar credentials...</div>
</div>
<div id="rotationLog" style="display:none"></div>
</div>
</div>
<!-- PANEL: Publishing -->
<div id="panel-publishing" class="tab-panel">
<!-- Compose -->
<div class="card">
<div class="card-title"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 13V10L10 3L13 6L6 13H3Z" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M9 4L12 7" stroke="#666" stroke-width="1.5"/></svg> Skapa inlägg</div>
<div class="publish-grid">
<div>
<div class="form-group" style="margin-bottom:16px;">
<label>Bolag</label>
<select id="pubCompany" onchange="onPubCompanyChange()">
<option value="landvex"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> LandveX</option>
<option value="quixzoom"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> QuiXzoom</option>
<option value="apifly"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2L10 8L14 9L8 14L6 8L2 7L8 2Z" fill="#666"/></svg> ApiFly</option>
<option value="corpfitt"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M5 7C5 7 3 8 3 10C3 12 5 13 7 13H11C13 13 14 11 14 9C14 7 12 6 11 6H9V4C9 3 8 2 7 2C6 2 5 3 5 4V7Z" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/></svg> CorpFitt</option>
<option value="vyra"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2V4M8 12V14M2 8H4M12 8H14" stroke="#f59e0b" stroke-width="1.5" stroke-linecap="round"/><circle cx="8" cy="8" r="2" fill="#f59e0b"/></svg> VYRA</option>
<option value="aamos"> AAMOS</option>
</select>
</div>
<div class="form-group" style="margin-bottom:16px;">
<label>Plattformar</label>
<div class="platform-checkboxes" id="pubPlatformChecks">
<!-- Populated by JS -->
</div>
</div>
<div class="form-group" style="margin-bottom:4px;">
<label>Innehåll</label>
<textarea id="pubContent" rows="6" placeholder="Skriv ditt inlägg här..." oninput="updateCharCounter(); updatePreview()" style="resize:vertical; font-family:inherit;"></textarea>
</div>
<div class="char-counter" id="charCounter">0 tecken</div>
<div class="form-group" style="margin-top:16px;">
<label>Schemaläggning</label>
<div class="schedule-row">
<div class="schedule-toggle">
<button class="sched-btn active" id="schedNowBtn" onclick="setScheduleMode('now')"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> Nu</button>
<button class="sched-btn" id="schedLaterBtn" onclick="setScheduleMode('later')"> Schemalägg</button>
</div>
<input type="datetime-local" id="pubScheduleTime" style="display:none; flex:1; background:#030712; border:1px solid #1e2737; border-radius: var(--radius-md); color:#e2e8f0; padding:7px 12px; font-size:13px;" onchange="updatePreview()">
</div>
</div>
<div style="margin-top:20px; display:flex; gap:12px; flex-wrap:wrap;">
<button class="btn btn-primary" onclick="submitPost()"> Publicera</button>
<button class="btn btn-secondary" onclick="saveDraft()"> Spara utkast</button>
<button class="btn btn-ghost" onclick="clearPost()"> Rensa</button>
</div>
</div>
<div>
<div style="font-size:12px; font-weight:600; color:#475569; text-transform:uppercase; letter-spacing:0.5px; margin-bottom:12px;">Förhandsvisning</div>
<div id="pubPreviews">
<div style="color:#475569; font-size:13px; padding:16px; text-align:center; border:1px dashed #1e2737; border-radius: var(--radius-md);">Välj plattformar och skriv innehåll för att se förhandsvisning</div>
</div>
</div>
</div>
</div>
<!-- Post Queue -->
<div class="card">
<div style="display:flex; justify-content:space-between; align-items:center; margin-bottom:16px;">
<div class="card-title" style="margin-bottom:0"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H10M6 8H10M6 11H8" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Publiceringsköen</div>
<button class="btn btn-secondary btn-sm" onclick="loadPostQueue()"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Ladda om</button>
</div>
<div id="postQueueContent">
<div class="state-box"><div class="spinner"></div><br>Laddar...</div>
</div>
</div>
</div>
</div>
<script>
'use strict';
/*
CONSTANTS
*/
const API = '';
const COMPANY_CREDS = {
landvex: { email:'social@landvex.com', recovery:'recovery@landvex.com', name:'Johan Berglund', phone:'+46709123223', website:'https://landvex.se', company:'LandveX' },
quixzoom: { email:'social@quixzoom.com', recovery:'recovery@quixzoom.com', name:'Johan Berglund', phone:'+46709123223', website:'https://quixzoom.com', company:'QuiXzoom' },
apifly: { email:'social@apifly.com', recovery:'recovery@apifly.com', name:'Johan Berglund', phone:'+46709123223', website:'https://apifly.com', company:'ApiFly' },
corpfitt: { email:'social@corpfitt.com', recovery:'recovery@corpfitt.com', name:'Johan Berglund', phone:'+46709123223', website:'https://corpfitt.com', company:'CorpFitt' },
vyra: { email:'social@vyra.gg', recovery:'recovery@vyra.gg', name:'Johan Berglund', phone:'+46709123223', website:'https://vyra.gg', company:'VYRA' },
aamos: { email:'social@aamos.ai', recovery:'recovery@aamos.ai', name:'Johan Berglund', phone:'+46709123223', website:'https://aamos.ai', company:'AAMOS' },
};
const COMPANY_LABELS = {
landvex:'LandveX', quixzoom:'QuiXzoom', apifly:'ApiFly',
corpfitt:'CorpFitt', vyra:'VYRA', aamos:'AAMOS'
};
const PLATFORM_CHAR_LIMITS = {
twitter: 280, linkedin: 3000, reddit: 40000,
instagram: 2200, facebook: 63206, tiktok: 2200,
pinterest: 500, spotify: 200, youtube: 5000,
snapchat: 250
};
const PLATFORM_ICONS = {
twitter:'', instagram:'', facebook:'', linkedin:'',
tiktok:'', youtube:'', reddit:'', snapchat:'',
pinterest:'', spotify:'', meta:'',
jobteaser:'', hired:'', outbrain:''
};
const PLATFORM_LOGIN = {
pinterest:'https://www.pinterest.com/login/',
tiktok:'https://www.tiktok.com/login/',
instagram:'https://www.instagram.com/accounts/login/',
snapchat:'https://accounts.snapchat.com/',
reddit:'https://www.reddit.com/login/',
linkedin:'https://www.linkedin.com/login/',
twitter:'https://twitter.com/login',
meta:'https://business.facebook.com/',
google:'https://ads.google.com/',
spotify:'https://accounts.spotify.com/login',
indeed:'https://employers.indeed.com/',
monster:'https://hiring.monster.com/',
crunchbase:'https://www.crunchbase.com/login',
producthunt:'https://www.producthunt.com/login',
thehub:'https://thehub.io/login',
stepstone:'https://www.stepstone.com/',
reed:'https://www.reed.co.uk/login',
ziprecruiter:'https://www.ziprecruiter.com/login',
};
/*
PLATFORM STEPS
Fix #5: replaced manual mail instructions with auto-fetch note
*/
const PLATFORM_STEPS = {
tiktok: {
icon: '',
title: 'TikTok for Business',
mailbox: true,
steps: [
'1. Klicka på knappen <b>Öppna TikTok</b> nedan',
'2. Ange e-post: <code>{email}</code>',
'3. TikTok skickar en 6-siffrig verifieringskod till den e-posten',
'4. Vi hämtar koden automatiskt från mailboxen &mdash; klicka <b>Hämta kod</b> nedan',
'5. Klistra in koden på TikTok och slutför inloggningen',
'6. Klart! Tryck <b>Godkänn</b> här när du är klar'
]
},
instagram: {
icon: '',
title: 'Instagram Business',
mailbox: true,
steps: [
'1. Klicka på knappen <b>Öppna Instagram</b> nedan',
'2. Välj "Registrera med e-post"',
'3. Ange e-post: <code>{email}</code>',
'4. Välj användarnamn: <code>{username}</code>',
'5. Vi hämtar koden automatiskt från mailboxen &mdash; klicka <b>Hämta kod</b> nedan',
'6. Ange koden på Instagram och slutför registreringen',
'7. Tryck <b>Godkänn</b> här när kontot är skapat'
]
},
snapchat: {
icon: '',
title: 'Snapchat Business',
mailbox: true,
steps: [
'1. Klicka på knappen <b>Öppna Snapchat</b> nedan',
'2. Klicka "Create Business Account"',
'3. Ange e-post: <code>{email}</code>',
'4. Vi hämtar koden automatiskt från mailboxen &mdash; klicka <b>Hämta kod</b> nedan',
'5. Ange koden och slutför registreringen',
'6. Tryck <b>Godkänn</b> här när klart'
]
},
reddit: {
icon: '',
title: 'Reddit Ads',
mailbox: false,
steps: [
'1. Klicka på knappen <b>Öppna Reddit</b> nedan',
'2. Ange e-post: <code>{email}</code>',
'3. OBS: Användarnamnet <b>"{username}"</b> kan vara taget',
'4. Välj ett alternativt namn om det krävs, t.ex. <b>LandveX_AB</b>',
'5. Slutför registreringen',
'6. Tryck <b>Godkänn</b> här när kontot är skapat'
]
},
default: {
icon: '<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg>',
title: 'Granska &amp; godkänn',
mailbox: false,
steps: [
'1. Botten har fyllt i formuläret automatiskt',
'2. Granska skärmdumpen ovan &mdash; ser den korrekt ut?',
'3. Om allt ser bra ut &mdash; klicka <b>Godkänn</b> för att slutföra',
'4. Verifieringsmail kan ha skickats till <code>{email}</code> om kontot kräver det'
]
}
};
/*
STATE
*/
let currentCompany = 'landvex';
let currentMainTab = 'register';
let currentJobFilter = 'all';
let allJobs = [];
let platformList = [];
let scheduleMode = 'now';
let countdownTimer = null;
let refreshCountdown = 15;
/*
AUTH
*/
function jwtExpired(token) {
try {
const payload = JSON.parse(atob(token.split('.')[1].replace(/-/g,'+').replace(/_/g,'/')));
return payload.exp ? (payload.exp * 1000 < Date.now() + 60000) : false;
} catch(e) { return true; }
}
async function ensureAuth() {
let tok = localStorage.getItem('aamos_token');
if (tok && !jwtExpired(tok)) return tok;
try {
const r = await fetch(API + '/api/auth/login', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ email: 'erik@hypbit.com', password: 'WavultCEO2026!' })
});
if (!r.ok) throw new Error('Login HTTP ' + r.status);
const d = await r.json();
tok = d.token || d.access_token || '';
if (tok) localStorage.setItem('aamos_token', tok);
return tok;
} catch(e) {
console.error('ensureAuth failed:', e);
return '';
}
}
function getToken() { return localStorage.getItem('aamos_token') || ''; }
function authHeaders() {
return { 'Content-Type': 'application/json', 'Authorization': 'Bearer ' + getToken() };
}
function getAuthToken() {
try {
const keys = ['qz_auth_token','aamos_token','qz_token'];
for (const k of keys) { const t = localStorage.getItem(k); if (t) return t; }
} catch(e) {}
return getToken();
}
/*
TOAST
*/
function toast(msg, type, durationMs) {
type = type || 'info';
durationMs = durationMs || 4000;
const c = document.getElementById('toastContainer');
const t = document.createElement('div');
t.className = 'toast toast-' + type;
t.textContent = msg;
c.appendChild(t);
setTimeout(function() { t.remove(); }, durationMs);
}
/*
PLATFORMS
*/
async function loadPlatforms() {
try {
await ensureAuth();
const r = await fetch(API + '/api/social-account/platforms', { headers: authHeaders() });
if (!r.ok) throw new Error('HTTP ' + r.status);
const data = await r.json();
const raw = Array.isArray(data) ? data : (data.platforms || []);
platformList = raw.map(function(p) {
return typeof p === 'object' ? (p.platform || p.name || p.id || String(p)) : String(p);
});
} catch(e) {
console.warn('loadPlatforms failed, using fallback:', e);
platformList = ['twitter','instagram','facebook','linkedin','tiktok','youtube','reddit','pinterest'];
}
renderPlatformDropdown();
renderPubPlatformChecks();
}
function renderPlatformDropdown() {
const sel = document.getElementById('regPlatform');
if (!sel) return;
sel.innerHTML = '<option value="">— Välj plattform —</option>';
platformList.forEach(function(name) {
const opt = document.createElement('option');
opt.value = name;
opt.textContent = (PLATFORM_ICONS[name] || '') + ' ' + name.charAt(0).toUpperCase() + name.slice(1);
sel.appendChild(opt);
});
}
function renderPubPlatformChecks() {
const container = document.getElementById('pubPlatformChecks');
if (!container) return;
container.innerHTML = '';
platformList.forEach(function(name) {
const id = 'pubChk_' + name;
const wrap = document.createElement('label');
wrap.className = 'platform-checkbox';
wrap.style.cssText = 'display:flex;align-items:center;gap:6px;cursor:pointer;padding:5px 10px;border:1px solid #1e2737;border-radius: var(--radius-md);';
wrap.innerHTML = '<input type="checkbox" id="' + id + '" value="' + name + '" onchange="updatePreview()" style="width:auto;cursor:pointer;"><span style="font-size:13px;color:#cbd5e1;">' + (PLATFORM_ICONS[name] || '') + ' ' + name.charAt(0).toUpperCase() + name.slice(1) + '</span>';
container.appendChild(wrap);
});
}
/*
REGISTER FORM
*/
async function fillForm(platform) {
if (!platform) return;
await ensureAuth();
const creds = COMPANY_CREDS[currentCompany] || {};
setVal('regEmail', creds.email || '');
setVal('regRecovery', creds.recovery || '');
setVal('regName', creds.name || '');
setVal('regPhone', creds.phone || '');
setVal('regWebsite', creds.website || '');
try {
const r = await fetch(API + '/api/social-account/credentials/' + encodeURIComponent(currentCompany), {
headers: authHeaders()
});
if (r.ok) {
const data = await r.json();
const acc = data && data.accounts ? data.accounts[platform] : null;
if (acc && acc.username) {
setVal('regUsername', '@' + acc.username);
return;
}
}
} catch(e) { /* fallback */ }
const handleBase = (creds.company || currentCompany).toLowerCase().replace(/[^a-z0-9]/g, '');
setVal('regUsername', '@' + handleBase);
}
function setVal(id, val) {
const el = document.getElementById(id);
if (el) el.value = val;
}
function onRegCompanyChange() {
const sel = document.getElementById('regCompany');
currentCompany = sel ? sel.value : 'landvex';
syncCompanyTabs();
const plat = document.getElementById('regPlatform');
if (plat && plat.value) fillForm(plat.value);
}
function clearRegForm() {
['regEmail','regRecovery','regName','regPhone','regWebsite','regUsername'].forEach(function(id) { setVal(id, ''); });
const ps = document.getElementById('regPlatform');
if (ps) ps.value = '';
}
async function startRegistration() {
const company = document.getElementById('regCompany') ? document.getElementById('regCompany').value : currentCompany;
const platform = document.getElementById('regPlatform') ? document.getElementById('regPlatform').value : '';
const email = document.getElementById('regEmail') ? document.getElementById('regEmail').value : '';
const username = document.getElementById('regUsername') ? document.getElementById('regUsername').value : '';
const recovery = document.getElementById('regRecovery') ? document.getElementById('regRecovery').value : '';
const name = document.getElementById('regName') ? document.getElementById('regName').value : '';
const phone = document.getElementById('regPhone') ? document.getElementById('regPhone').value : '';
const website = document.getElementById('regWebsite') ? document.getElementById('regWebsite').value : '';
if (!platform) { toast('Välj en plattform först', 'error'); return; }
if (!email) { toast('E-post krävs', 'error'); return; }
const payload = {
company: company,
platform: platform,
email: email,
username: username.replace(/^@/, ''),
recovery_email: recovery,
name: name,
phone: phone,
website: website
};
try {
const r = await fetch(API + '/api/social-account/register', {
method: 'POST',
headers: authHeaders(),
body: JSON.stringify(payload)
});
const d = await r.json().catch(function() { return {}; });
if (r.ok) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Automation startad för ' + platform + ' (' + company + ')', 'success');
switchTab('jobs');
} else {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Fel: ' + (d.error || d.message || r.status), 'error');
}
} catch(e) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Nätverksfel: ' + e.message, 'error');
}
}
/*
COMPANY SELECTION
*/
function selectCompany(company) {
currentCompany = company;
syncCompanyTabs();
const sel = document.getElementById('regCompany');
if (sel) sel.value = company;
document.getElementById('credsCompanyLabel').textContent = COMPANY_LABELS[company] || company;
if (currentMainTab === 'credentials') loadCredentials();
const pubSel = document.getElementById('pubCompany');
if (pubSel) pubSel.value = company;
}
function syncCompanyTabs() {
// Räkna jobb per bolag
const counts = {};
allJobs.forEach(function(j) {
const co = (j.company || '').toLowerCase();
const s = (j.status || '').toLowerCase();
if (!counts[co]) counts[co] = {total:0, done:0, running:0, error:0, manual:0, awaiting:0};
counts[co].total++;
if (s === 'completed' || s === 'done' || s === 'success') counts[co].done++;
else if (s === 'launching' || s === 'navigating' || s === 'filling_form' || s === 'solving_captcha' || s === 'submitting' || s === 'queued') counts[co].running++;
else if (s === 'failed' || s === 'timeout' || s === 'error') counts[co].error++;
else if (s === 'awaiting_approval') counts[co].awaiting++;
else if (s === 'pending_manual' || s === 'manual_required' || s === 'manual_handle_review') counts[co].manual++;
});
document.querySelectorAll('.company-tab').forEach(function(btn) {
const co = btn.dataset.company;
const c = counts[co] || {total:0, done:0, running:0, error:0, awaiting:0, manual:0};
const isActive = co === currentCompany;
btn.classList.toggle('active', isActive);
// Bygg badge-html
let badges = '';
if (c.done > 0) badges += '<span style="background:#16a34a;color:#fff;border-radius: var(--radius-md);padding:1px 6px;font-size:10px;margin-left:4px"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg>'+c.done+'</span>';
if (c.running > 0) badges += '<span style="background:#2563eb;color:#fff;border-radius: var(--radius-md);padding:1px 6px;font-size:10px;margin-left:4px"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg>'+c.running+'</span>';
if (c.awaiting > 0) badges += '<span style="background:#d97706;color:#fff;border-radius: var(--radius-md);padding:1px 6px;font-size:10px;margin-left:4px">⏳'+c.awaiting+'</span>';
if (c.error > 0) badges += '<span style="background:#dc2626;color:#fff;border-radius: var(--radius-md);padding:1px 6px;font-size:10px;margin-left:4px"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg>'+c.error+'</span>';
if (c.manual > 0) badges += '<span style="background:#7c3aed;color:#fff;border-radius: var(--radius-md);padding:1px 6px;font-size:10px;margin-left:4px">'+c.manual+'</span>';
// Uppdatera knapp-label (spara original-label om inte redan gjort)
if (!btn.dataset.label) btn.dataset.label = btn.innerHTML;
btn.innerHTML = btn.dataset.label + badges;
});
}
/*
MAIN TAB SWITCHING
*/
function switchTab(tab) {
currentMainTab = tab;
document.querySelectorAll('.main-tab').forEach(function(btn) {
btn.classList.toggle('active', btn.dataset.tab === tab);
});
document.querySelectorAll('.tab-panel').forEach(function(p) {
const show = p.id === 'panel-' + tab;
p.classList.toggle('visible', show);
p.style.display = show ? '' : 'none';
});
if (tab === 'jobs') loadJobs();
if (tab === 'credentials') loadCredentials();
if (tab === 'publishing') loadPostQueue();
}
/*
JOBS
*/
function setJobFilter(filter) {
currentJobFilter = filter;
document.querySelectorAll('.filter-btn').forEach(function(btn) {
btn.classList.toggle('active', btn.dataset.filter === filter);
});
renderJobs();
}
async function loadJobs() {
const container = document.getElementById('jobsContent');
if (!container) return;
try {
const r = await fetch(API + '/api/social-account/jobs', { headers: authHeaders() });
if (!r.ok) throw new Error('HTTP ' + r.status);
const data = await r.json();
allJobs = Array.isArray(data) ? data : (data.jobs || data.data || []);
renderJobs();
updateApproveAllBanner();
} catch(e) {
container.innerHTML = '<div class="state-box"><div class="icon"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg></div><b>Kunde inte ladda jobb</b><p>' + esc(e.message) + '</p></div>';
}
}
function filterJobs() {
// Filtrera alltid på valt bolag FÖRST
let jobs = allJobs.filter(function(j) {
return (j.company || '').toLowerCase() === (currentCompany || '').toLowerCase();
});
// Sedan filtrera på status
if (currentJobFilter === 'all') return jobs;
return jobs.filter(function(j) {
const s = (j.status || '').toLowerCase();
if (currentJobFilter === 'running') return s === 'running' || s === 'launching' || s === 'navigating' || s === 'filling_form' || s === 'solving_captcha' || s === 'submitting' || s === 'pending' || s === 'queued';
if (currentJobFilter === 'done') return s === 'done' || s === 'completed' || s === 'success';
if (currentJobFilter === 'error') return s === 'error' || s === 'failed' || s === 'timeout';
if (currentJobFilter === 'awaiting') return s === 'awaiting_approval';
if (currentJobFilter === 'manual') return s === 'pending_manual' || s === 'manual_required' || s === 'manual_handle_review';
return true;
});
}
function updateApproveAllBanner() {
const banner = document.getElementById('approveAllBanner');
const text = document.getElementById('approveAllText');
if (!banner) return;
const awaitingJobs = allJobs.filter(function(j) {
return (j.status || '').toLowerCase() === 'awaiting_approval';
});
if (awaitingJobs.length > 0) {
text.textContent = '⏳ ' + awaitingJobs.length + ' jobb väntar på godkännande';
banner.classList.add('visible');
} else {
banner.classList.remove('visible');
}
}
async function approveAll() {
const awaitingJobs = allJobs.filter(function(j) {
return (j.status || '').toLowerCase() === 'awaiting_approval';
});
if (awaitingJobs.length === 0) { toast('Inga jobb att godkänna', 'info'); return; }
toast('Godkänner ' + awaitingJobs.length + ' jobb...', 'info', 3000);
let ok = 0, fail = 0;
for (const job of awaitingJobs) {
const id = job.jobId || job.id || job.job_id;
try {
const r = await fetch(API + '/api/social-account/approve/' + encodeURIComponent(id), {
method: 'POST', headers: authHeaders()
});
if (r.ok) { ok++; } else { fail++; }
} catch(e) { fail++; }
}
if (fail === 0) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Alla ' + ok + ' jobb godkända', 'success');
} else {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Godkände ' + ok + ', misslyckades ' + fail, 'warning');
}
loadJobs();
}
/* Build steps HTML (Fix #1: "Gör så här", Fix #3: mail-knapp, Fix #4: credentials) */
async function buildStepsHtml(job) {
const plat = (job.platform || '').toLowerCase();
const info = PLATFORM_STEPS[plat] || PLATFORM_STEPS.default;
const prof = job.profile || {};
const platAcct = (prof.accounts || {})[plat] || {};
const email = esc(prof.email || job.profileEmail || '?');
const username = esc(platAcct.username || prof.username || job.profileUsername || (job.extraData || {}).username || '?');
const status = (job.status || '').toLowerCase();
const isManual = ['awaiting_approval','pending_manual','manual_required','manual_handle_review'].includes(status);
const id = job.jobId || job.id || job.job_id || 'x';
const autofillUrl = '/autofill-login.html?company=' + encodeURIComponent(job.company || '') +
'&platform=' + encodeURIComponent(plat) +
'&token=' + encodeURIComponent(getAuthToken());
if (!isManual) {
return '<a href="' + autofillUrl + '" target="_blank" rel="noopener" ' +
'style="display:inline-flex;align-items:center;gap:5px;color:#a5b4fc;font-size:.75rem;font-weight:600;' +
'text-decoration:none;border:1px solid #4338ca;padding:4px 12px;border-radius: 6px">' +
'Logga in på ' + esc(job.platform) + '</a>';
}
/* Build steps list */
const stepsHtml = info.steps.map(function(s) {
return '<li style="margin-bottom:8px;line-height:1.5">' +
s.replace(/{email}/g, '<code style="background:#1e293b;padding:2px 8px;border-radius: var(--radius-sm);color:#6ee7b7;font-size:.85em">' + email + '</code>')
.replace(/{username}/g, '<code style="background:#1e293b;padding:2px 8px;border-radius: var(--radius-sm);color:#a5b4fc;font-size:.85em">' + username + '</code>') +
'</li>';
}).join('');
/* Fix #4: Credentials block for manual-status jobs */
let credsBlock = '';
let revealedPw = platAcct.password || prof.password || '';
if (job.company) {
try {
const credRes = await fetch(API + '/api/social-account/credentials?company=' +
encodeURIComponent(job.company) + '&reveal=1', { headers: authHeaders() });
if (credRes.ok) {
const creds = await credRes.json();
const arr = Array.isArray(creds) ? creds : (creds.credentials || []);
const match = arr.find(function(c) { return c.platform === plat; });
if (match) {
if (match.password && match.password !== '' && match.password !== '•••••') revealedPw = match.password;
}
}
} catch(e) { /* ignore */ }
}
const safeId = String(id).replace(/[^a-z0-9\-]/gi, '');
credsBlock = '<div class="inline-creds">' +
'<div class="inline-creds-title"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="7" width="10" height="7" rx="1" stroke="#666" stroke-width="1.5"/><path d="M5 7V5C5 3.3 6.3 2 8 2C9.7 2 11 3.3 11 5V7" stroke="#666" stroke-width="1.5"/><circle cx="8" cy="10.5" r="1" fill="#666"/></svg> Inloggningsuppgifter</div>' +
'<div class="cred-inline-row">' +
'<span class="cred-inline-label">E-post</span>' +
'<span class="cred-inline-val">' + email + '</span>' +
'<button class="copy-btn" onclick="copyText(\'' + email.replace(/'/g, "\\'") + '\', this)">Kopiera</button>' +
'</div>' +
'<div class="cred-inline-row">' +
'<span class="cred-inline-label">Lösenord</span>' +
(revealedPw
? '<input type="password" id="pw-' + safeId + '" value="' + esc(revealedPw) + '" readonly class="pw-field">' +
'<button class="reveal-btn" onclick="togglePw(\'pw-' + safeId + '\', this)"> Visa</button>' +
'<button class="copy-btn" onclick="copyText(\'' + revealedPw.replace(/'/g, "\\'") + '\', this)">Kopiera</button>'
: '<span style="color:#475569;font-size:12px;"> Ej tillgängligt</span>'
) +
'</div>' +
'</div>';
/* Fix #3: Mail-code fetch button */
const mailCodeHtml = info.mailbox
? '<div class="mail-code-box">' +
'<div style="font-size:12px;color:#94a3b8;margin-bottom:8px;"> Väntar på verifieringskod via mail</div>' +
'<button class="btn btn-teal btn-sm" onclick="fetchMailCode(\'' + safeId + '\', \'' + esc(plat) + '\', this)">' +
' Hämta kod</button>' +
'<div id="mail-code-result-' + safeId + '" class="mail-code-result hidden"></div>' +
'<div style="margin-top:6px;">' +
'<a href="https://mail.quixzoom.com/sso/login" target="_blank" rel="noopener" ' +
'style="font-size:11px;color:#475569;">Eller öppna mailboxen manuellt →</a>' +
'</div>' +
'</div>'
: '';
const loginBtn = '<a href="' + autofillUrl + '" target="_blank" rel="noopener" ' +
'style="display:inline-flex;align-items:center;gap:6px;background:#6366f1;color:#fff;font-weight:700;' +
'font-size:.85rem;text-decoration:none;padding:10px 20px;border-radius: var(--radius-md);margin-top:10px">' +
info.icon + ' Logga in på ' + esc(job.platform) + ' &rarr;</a>';
return '<div style="background:#0a0e1a;border:1px solid #1e2a38;border-radius: var(--radius-md);padding:16px;margin-top:10px">' +
'<div style="font-weight:700;color:#e2e8f0;margin-bottom:10px;font-size:.9rem">' + info.icon + ' Gör så här:</div>' +
'<ol style="padding-left:0;list-style:none;margin:0;font-size:.82rem;color:#cbd5e1">' + stepsHtml + '</ol>' +
credsBlock +
mailCodeHtml +
'<div style="display:flex;gap:10px;flex-wrap:wrap">' + loginBtn + '</div>' +
'</div>';
}
/* Fix #3: Fetch mail code */
async function fetchMailCode(jobId, platform, btn) {
const resultEl = document.getElementById('mail-code-result-' + jobId);
btn.disabled = true;
btn.textContent = '⏳ Hämtar...';
try {
const r = await fetch(API + '/api/social-account/fetch-mail-code?jobId=' +
encodeURIComponent(jobId) + '&platform=' + encodeURIComponent(platform), {
headers: authHeaders()
});
if (r.ok) {
const d = await r.json();
const code = d.code || d.verification_code || d.otp || '';
if (code && resultEl) {
resultEl.classList.remove('hidden');
resultEl.innerHTML = 'Kod: <strong style="font-size:1.4em;letter-spacing:4px;">' + esc(code) + '</strong>' +
'<button class="copy-btn" onclick="copyText(\'' + esc(code) + '\', this)">Kopiera</button>';
btn.textContent = '<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Hämtad';
} else {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Ingen kod hittades ännu — försök om ett par sekunder', 'warning');
btn.disabled = false;
btn.textContent = ' Hämta kod';
}
} else if (r.status === 404) {
/* Endpoint doesn't exist — fallback to open mailbox */
toast(' Automatisk hämtning ej tillgänglig — öppna mailboxen manuellt', 'info');
window.open('https://mail.quixzoom.com/sso/login', '_blank');
btn.disabled = false;
btn.textContent = ' Hämta kod';
} else {
const d = await r.json().catch(function() { return {}; });
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Fel vid hämtning: ' + (d.error || r.status), 'error');
btn.disabled = false;
btn.textContent = ' Hämta kod';
}
} catch(e) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Nätverksfel: ' + e.message, 'error');
btn.disabled = false;
btn.textContent = ' Hämta kod';
}
}
/* Render jobs table */
async function renderJobs() {
const container = document.getElementById('jobsContent');
if (!container) return;
const jobs = filterJobs();
if (jobs.length === 0) {
container.innerHTML = '<div class="state-box"><div class="icon"></div><b>Inga jobb hittades</b><p>Byt filter eller starta ett nytt jobb.</p></div>';
return;
}
let html = '<div class="jobs-table-wrap"><table class="jobs-table">';
html += '<thead><tr>' +
'<th>ID</th><th>Bolag</th><th>Plattform</th>' +
'<th>Status</th><th>Åtgärd krävs</th>' +
'<th>Skapad</th><th>Screenshot</th><th>Åtgärder</th>' +
'</tr></thead><tbody>';
for (const job of jobs) {
const id = job.jobId || job.id || job.job_id || '—';
const company = esc(job.company || job.company_id || '—');
const platform = esc(job.platform || job.platform_id || '—');
const status = (job.status || 'unknown').toLowerCase().replace(/ /g, '_');
const created = (job.createdAt || job.created_at)
? new Date(job.createdAt || job.created_at).toLocaleString('sv-SE')
: '—';
const isAwait = status === 'awaiting_approval';
const isManual = status === 'pending_manual' || status === 'manual_required' || status === 'manual_handle_review';
const badgeMap = {
running: 'badge-running', in_progress: 'badge-running', pending: 'badge-running', submitting: 'badge-running',
done: 'badge-done', completed: 'badge-done', success: 'badge-done',
error: 'badge-error', failed: 'badge-error',
timeout: 'badge-timeout',
awaiting_approval: 'badge-approval',
pending_manual: 'badge-manual', manual_required: 'badge-manual', manual_handle_review: 'badge-manual',
cancelled: 'badge-cancelled'
};
const badgeClass = badgeMap[status] || 'badge-pending';
const statusLabel = {
awaiting_approval: '⏳ Väntar godkännande',
pending_manual: ' Manuell åtgärd',
manual_required: ' Manuell krävs',
manual_handle_review:' Granska handle',
completed: '<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Klar',
failed: '<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Misslyckad',
timeout: '⌛ Timeout',
}[status] || status.replace(/_/g, ' ');
/* Action required column */
let actionRequired = '<span class="action-none">—</span>';
if (isAwait) actionRequired = '<span class="action-required-cell"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Godkänn / avvisa</span>';
if (isManual) actionRequired = '<span class="action-required-cell"> Manuell inloggning krävs</span>';
/* Fix #2: Screenshot from /api/social-account/screenshot/:jobId */
const screenshotUrl = API + '/api/social-account/screenshot/' + encodeURIComponent(id);
const showScreenshot = ['awaiting_approval','completed','failed','pending_manual','manual_required','manual_handle_review'].includes(status);
let screenshotHtml = '<span class="no-screenshot">—</span>';
if (showScreenshot) {
screenshotHtml = '<img class="screenshot-thumb" src="' + screenshotUrl + '" ' +
'onerror="this.style.display=\'none\'" ' +
'onclick="window.open(\'' + screenshotUrl + '\',\'_blank\')" ' +
'alt="screenshot" loading="lazy">';
}
/* Action buttons */
let actions = '';
if (isAwait) {
actions += '<button class="btn btn-success btn-sm" data-action="approve" data-jobid="' + esc(String(id)) + '"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Godkänn</button> ';
actions += '<button class="btn btn-danger btn-sm" data-action="reject" data-jobid="' + esc(String(id)) + '"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Avvisa</button>';
} else {
actions += '<button class="btn btn-ghost btn-sm" data-action="delete" data-jobid="' + esc(String(id)) + '"></button>';
}
/* Build the steps block (async) */
const stepsBlock = await buildStepsHtml(job);
html += '<tr' + (isAwait ? ' class="row-awaiting"' : '') + '>';
html += '<td><code style="font-size:11px;color:#6366f1">' + esc(String(id).slice(0, 12)) + '</code></td>';
html += '<td>' + (PLATFORM_ICONS[job.platform] || '') + ' ' + platform + '</td>';
html += '<td><div><span class="badge ' + badgeClass + '">' + esc(statusLabel) + '</span>' + stepsBlock + '</div></td>';
html += '<td>' + actionRequired + '</td>';
html += '<td style="white-space:nowrap;font-size:12px;">' + created + '</td>';
html += '<td>' + screenshotHtml + '</td>';
html += '<td style="white-space:nowrap">' + actions + '</td>';
html += '</tr>';
}
html += '</tbody></table></div>';
container.innerHTML = html;
}
async function approveJob(jobId) {
try {
const r = await fetch(API + '/api/social-account/approve/' + encodeURIComponent(jobId), {
method: 'POST', headers: authHeaders()
});
if (r.ok) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Jobb godkänt', 'success');
loadJobs();
} else {
const d = await r.json().catch(function() { return {}; });
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Godkännande misslyckades: ' + (d.error || r.status), 'error');
}
} catch(e) { toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> ' + e.message, 'error'); }
}
async function rejectJob(jobId) {
if (!confirm('Avvisa jobb ' + jobId + '?')) return;
await deleteJob(jobId);
}
async function deleteJob(jobId) {
try {
const r = await fetch(API + '/api/social-account/jobs/' + encodeURIComponent(jobId), {
method: 'DELETE', headers: authHeaders()
});
if (r.ok) {
toast(' Jobb raderat', 'info');
allJobs = allJobs.filter(function(j) {
const jid = j.jobId || j.id || j.job_id;
return String(jid) !== String(jobId);
});
renderJobs();
} else {
const d = await r.json().catch(function() { return {}; });
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Radering misslyckades: ' + (d.error || r.status), 'error');
}
} catch(e) { toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> ' + e.message, 'error'); }
}
/* Fix #6: Auto-refresh every 15s */
function startAutoRefresh() {
stopAutoRefresh();
refreshCountdown = 15;
updateRefreshInfo();
countdownTimer = setInterval(function() {
refreshCountdown--;
updateRefreshInfo();
if (refreshCountdown <= 0) {
refreshCountdown = 15;
if (currentMainTab === 'jobs') loadJobs();
}
}, 1000);
}
function stopAutoRefresh() {
if (countdownTimer) { clearInterval(countdownTimer); countdownTimer = null; }
}
function updateRefreshInfo() {
const el = document.getElementById('refreshInfo');
if (el) el.textContent = 'Auto-refresh om ' + refreshCountdown + 's';
}
/*
CREDENTIALS
*/
async function loadCredentials() {
const container = document.getElementById('credsContent');
if (!container) return;
container.innerHTML = '<div class="state-box"><div class="spinner"></div><br>Laddar credentials för ' + esc(currentCompany) + '...</div>';
document.getElementById('credsCompanyLabel').textContent = COMPANY_LABELS[currentCompany] || currentCompany;
try {
await ensureAuth();
const r = await fetch(API + '/api/social-account/credentials?company=' +
encodeURIComponent(currentCompany) + '&reveal=1', { headers: authHeaders() });
if (!r.ok) throw new Error('HTTP ' + r.status);
const data = await r.json();
let creds = [];
if (Array.isArray(data)) {
creds = data;
} else if (data.credentials) {
creds = data.credentials;
} else if (data.accounts) {
const email = data.email || '';
creds = Object.entries(data.accounts).map(function(entry) {
return { platform: entry[0], email: email, username: entry[1].username || '', password: entry[1].password || '' };
});
}
renderCredentials(creds);
} catch(e) {
container.innerHTML = '<div class="state-box"><div class="icon"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg></div><b>Kunde inte ladda credentials</b><p>' + esc(e.message) + '</p></div>';
}
}
function renderCredentials(creds) {
const container = document.getElementById('credsContent');
if (!container) return;
if (!creds || creds.length === 0) {
container.innerHTML = '<div class="state-box"><div class="icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="7" width="10" height="7" rx="1" stroke="#666" stroke-width="1.5"/><path d="M5 7V5C5 3.3 6.3 2 8 2C9.7 2 11 3.3 11 5V7" stroke="#666" stroke-width="1.5"/><circle cx="8" cy="10.5" r="1" fill="#666"/></svg></div><b>Inga credentials för ' + esc(currentCompany) + '</b><p>Registrera konton för att se credentials här.</p></div>';
return;
}
let html = '<div class="creds-grid">';
creds.forEach(function(c, idx) {
const platform = esc(c.platform || '?');
const email = esc(c.email || '—');
const username = esc(c.username || '—');
const icon = PLATFORM_ICONS[c.platform] || '';
const hasPw = c.password && c.password !== '' && c.password !== '•••••';
const pwId = 'cred-pw-' + idx;
html += '<div class="cred-card">';
html += '<div class="cred-platform">' + icon + ' ' + platform + '</div>';
html += '<div class="cred-rows">';
html += '<div class="cred-row"><span class="cred-label">E-post</span>' +
'<span class="cred-value">' + email + '</span>' +
'<button class="copy-btn" onclick="copyText(\'' + email.replace(/'/g, "\\'") + '\', this)">Kopiera</button>' +
'</div>';
html += '<div class="cred-row"><span class="cred-label">Handle</span>' +
'<span class="cred-value">@' + username + '</span></div>';
html += '<div class="cred-row"><span class="cred-label">Lösenord</span>' +
(hasPw
? '<input type="password" id="' + pwId + '" value="' + esc(c.password) + '" readonly class="pw-field">' +
'<button class="reveal-btn" onclick="togglePw(\'' + pwId + '\', this)"> Visa</button>' +
'<button class="copy-btn" onclick="copyText(\'' + c.password.replace(/'/g, "\\'") + '\', this)">Kopiera</button>'
: '<span class="cred-value" style="color:#475569;"> Krypterat (AES-256)</span>'
) +
'</div>';
html += '</div></div>';
});
html += '</div>';
container.innerHTML = html;
}
/* Password Rotation */
let rotateTarget = null;
function openRotateModal() {
rotateTarget = currentCompany;
document.getElementById('rotateModalText').textContent =
'Generera nya starka lösenord (32+ tecken) för alla plattformar på ' +
(COMPANY_LABELS[currentCompany] || currentCompany) + '? Detta kan inte ångras.';
document.getElementById('rotateModal').classList.add('visible');
}
function closeRotateModal() {
document.getElementById('rotateModal').classList.remove('visible');
}
async function confirmRotate() {
closeRotateModal();
const companies = rotateTarget === 'ALL' ? Object.keys(COMPANY_LABELS) : [rotateTarget];
let rotated = 0, failed = 0;
const logItems = [];
toast('<svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Roterar lösenord...', 'info', 10000);
for (const company of companies) {
try {
const url = company === 'ALL'
? API + '/api/social-account/credentials-all/rotate'
: API + '/api/social-account/credentials/' + company + '/rotate';
const r = await fetch(url, {
method: 'POST',
headers: authHeaders(),
body: JSON.stringify({ performedBy: 'admin' })
});
if (r.ok) {
const d = await r.json();
rotated++;
logItems.push({ company: company, status: 'ok', platforms: (d.rotated || []).length, ts: new Date().toLocaleString('sv-SE') });
} else {
failed++;
logItems.push({ company: company, status: 'error', ts: new Date().toLocaleString('sv-SE') });
}
} catch(e) {
failed++;
logItems.push({ company: company, status: 'error', error: e.message, ts: new Date().toLocaleString('sv-SE') });
}
}
if (failed === 0) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Lösenord roterade för ' + rotated + ' bolag', 'success');
} else {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Roterade ' + rotated + ', misslyckades ' + failed, 'warning');
}
const logDiv = document.getElementById('rotationLog');
if (logDiv) {
let logHtml = '<div style="margin-top:16px;"><div class="card-title" style="font-size:13px;">Rotationslogg</div><div class="rotation-log">';
logItems.forEach(function(item) {
logHtml += '<div class="rotation-log-item">';
logHtml += '<span>' + esc(COMPANY_LABELS[item.company] || item.company) + '</span>';
logHtml += '<span>' + (item.status === 'ok' ? '<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> ' + (item.platforms || 0) + ' plattformar' : '<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Fel') + '</span>';
logHtml += '<span style="color:#374151;">' + esc(item.ts) + '</span>';
logHtml += '</div>';
});
logHtml += '</div></div>';
logDiv.innerHTML = logHtml;
logDiv.style.display = '';
}
if (currentMainTab === 'credentials') loadCredentials();
}
async function confirmOffboard() {
document.getElementById('offboardModal').classList.remove('visible');
rotateTarget = 'ALL';
document.getElementById('rotateModalText').textContent =
'VARNING: Roterar ALLA lösenord för ALLA 6 bolag och alla plattformar. Använd vid anställds avslut.';
await confirmRotate();
}
/*
PUBLISHING MODULE
*/
function onPubCompanyChange() {
const sel = document.getElementById('pubCompany');
currentCompany = sel ? sel.value : 'landvex';
syncCompanyTabs();
}
function setScheduleMode(mode) {
scheduleMode = mode;
document.getElementById('schedNowBtn').classList.toggle('active', mode === 'now');
document.getElementById('schedLaterBtn').classList.toggle('active', mode === 'later');
const timeInput = document.getElementById('pubScheduleTime');
if (timeInput) timeInput.style.display = mode === 'later' ? '' : 'none';
updatePreview();
}
function getSelectedPlatforms() {
const checks = document.querySelectorAll('#pubPlatformChecks input[type=checkbox]:checked');
return Array.from(checks).map(function(c) { return c.value; });
}
function updateCharCounter() {
const text = document.getElementById('pubContent') ? document.getElementById('pubContent').value : '';
const len = text.length;
const el = document.getElementById('charCounter');
if (!el) return;
const platforms = getSelectedPlatforms();
const minLimit = platforms.length > 0
? Math.min.apply(null, platforms.map(function(p) { return PLATFORM_CHAR_LIMITS[p] || 99999; }))
: 280;
el.textContent = len + ' / ' + minLimit + ' tecken';
el.className = 'char-counter' + (len > minLimit ? ' over' : len > minLimit * 0.9 ? ' warn' : '');
}
function updatePreview() {
const container = document.getElementById('pubPreviews');
if (!container) return;
const text = document.getElementById('pubContent') ? document.getElementById('pubContent').value : '';
const platforms = getSelectedPlatforms();
updateCharCounter();
if (platforms.length === 0 || !text.trim()) {
container.innerHTML = '<div style="color:#475569;font-size:13px;padding:16px;text-align:center;border:1px dashed #1e2737;border-radius: var(--radius-md);">Välj plattformar och skriv innehåll för att se förhandsvisning</div>';
return;
}
let html = '';
platforms.forEach(function(plat) {
const limit = PLATFORM_CHAR_LIMITS[plat] || 99999;
const preview = text.length > limit ? text.slice(0, limit - 3) + '...' : text;
const icon = PLATFORM_ICONS[plat] || '';
html += '<div class="post-preview" style="margin-bottom:12px;">';
html += '<div class="preview-platform">' + icon + ' ' + esc(plat) + '</div>';
html += '<div class="preview-content">' + esc(preview) + '</div>';
if (text.length > limit) {
html += '<div style="font-size:11px;color:#ef4444;margin-top:6px;"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> ' + (text.length - limit) + ' tecken för långt</div>';
}
html += '</div>';
});
container.innerHTML = html;
}
async function submitPost(asDraft) {
asDraft = asDraft || false;
const company = document.getElementById('pubCompany') ? document.getElementById('pubCompany').value : currentCompany;
const platforms = getSelectedPlatforms();
const text = document.getElementById('pubContent') ? document.getElementById('pubContent').value.trim() : '';
const timeInput = document.getElementById('pubScheduleTime') ? document.getElementById('pubScheduleTime').value : '';
const scheduledAt = (scheduleMode === 'later' && timeInput) ? new Date(timeInput).toISOString() : null;
if (platforms.length === 0) { toast('Välj minst en plattform', 'error'); return; }
if (!text) { toast('Innehåll saknas', 'error'); return; }
const status = asDraft ? 'DRAFT' : (scheduledAt ? 'SCHEDULED' : 'PENDING');
try {
await ensureAuth();
const r = await fetch(API + '/api/social-account/publish', {
method: 'POST',
headers: authHeaders(),
body: JSON.stringify({
company: company,
platforms: platforms,
content: { text: text },
scheduledAt: scheduledAt,
status: status
})
});
const d = await r.json().catch(function() { return {}; });
if (r.ok) {
toast(asDraft ? ' Utkast sparat' : ' Inlägg schemalagt/publicerat', 'success');
clearPost();
loadPostQueue();
} else {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Fel: ' + (d.error || d.message || r.status), 'error');
}
} catch(e) {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Nätverksfel: ' + e.message, 'error');
}
}
function saveDraft() { submitPost(true); }
function clearPost() {
setVal('pubContent', '');
document.querySelectorAll('#pubPlatformChecks input[type=checkbox]').forEach(function(c) { c.checked = false; });
updatePreview();
updateCharCounter();
}
async function loadPostQueue() {
const container = document.getElementById('postQueueContent');
if (!container) return;
container.innerHTML = '<div class="state-box"><div class="spinner"></div><br>Laddar...</div>';
try {
await ensureAuth();
const r = await fetch(API + '/api/social-account/publish', { headers: authHeaders() });
if (!r.ok) throw new Error('HTTP ' + r.status);
const data = await r.json();
const posts = Array.isArray(data) ? data : (data.posts || data.queue || []);
renderPostQueue(posts);
} catch(e) {
container.innerHTML = '<div class="state-box"><div class="icon"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg></div><b>Kunde inte ladda kön</b><p>' + esc(e.message) + '</p></div>';
}
}
function renderPostQueue(posts) {
const container = document.getElementById('postQueueContent');
if (!container) return;
if (posts.length === 0) {
container.innerHTML = '<div class="state-box"><div class="icon"></div><b>Inga inlägg i kön</b><p>Skapa ett inlägg ovan.</p></div>';
return;
}
let html = '<table class="post-queue-table"><thead><tr><th>ID</th><th>Bolag</th><th>Plattformar</th><th>Status</th><th>Schemalagt</th><th>Innehåll</th><th>Åtgärder</th></tr></thead><tbody>';
posts.forEach(function(p) {
const id = esc(String(p.id || p.post_id || '—').slice(0, 10));
const company = esc(p.company || '—');
const platforms = Array.isArray(p.platforms)
? p.platforms.map(function(x) { return (PLATFORM_ICONS[x] || '') + ' ' + x; }).join(', ')
: esc(String(p.platforms || '—'));
const status = (p.status || 'pending').toLowerCase();
const sched = p.scheduledAt ? new Date(p.scheduledAt).toLocaleString('sv-SE') : (status === 'pending' ? 'Nu' : '—');
const contentText = p.content && p.content.text ? p.content.text : (p.text || '');
const preview = esc(contentText.slice(0, 60)) + (contentText.length > 60 ? '…' : '');
const badgeMap = { scheduled:'badge-scheduled', draft:'badge-draft', published:'badge-published', failed:'badge-failed', pending:'badge-running' };
const badgeCls = badgeMap[status] || 'badge-pending';
html += '<tr>';
html += '<td><code style="font-size:11px;color:#6366f1">' + id + '</code></td>';
html += '<td style="font-size:11px;">' + platforms + '</td>';
html += '<td><span class="badge ' + badgeCls + '">' + esc(status) + '</span></td>';
html += '<td style="font-size:11px;">' + esc(sched) + '</td>';
html += '<td style="font-size:11px;max-width:200px;overflow:hidden;text-overflow:ellipsis;white-space:nowrap;">' + preview + '</td>';
html += '<td><button class="btn btn-ghost btn-sm" onclick="deletePost(' + JSON.stringify(p.id || p.post_id) + ')"></button></td>';
html += '</tr>';
});
html += '</tbody></table>';
container.innerHTML = html;
}
async function deletePost(postId) {
if (!confirm('Ta bort inlägg?')) return;
try {
const r = await fetch(API + '/api/social-account/publish/' + encodeURIComponent(postId), {
method: 'DELETE', headers: authHeaders()
});
if (r.ok) { toast(' Inlägg borttaget', 'info'); loadPostQueue(); }
else { toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Radering misslyckades', 'error'); }
} catch(e) { toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> ' + e.message, 'error'); }
}
/*
UTILITY
*/
function esc(s) {
return String(s)
.replace(/&/g, '&amp;')
.replace(/</g, '&lt;')
.replace(/>/g, '&gt;')
.replace(/"/g, '&quot;')
.replace(/'/g, '&#39;');
}
function copyText(text, btn) {
navigator.clipboard.writeText(text).then(function() {
const orig = btn.textContent;
btn.textContent = '<svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg>';
setTimeout(function() { btn.textContent = orig; }, 1500);
}).catch(function() {
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Kopiering misslyckades', 'error');
});
}
function togglePw(inputId, btn) {
const input = document.getElementById(inputId);
if (!input) return;
if (input.type === 'password') {
input.type = 'text';
btn.textContent = ' Dölj';
} else {
input.type = 'password';
btn.textContent = ' Visa';
}
}
function setStatus(online) {
const dot = document.getElementById('statusDot');
const text = document.getElementById('statusText');
if (dot) dot.style.background = online ? '#22c55e' : '#ef4444';
if (text) text.textContent = online ? 'Online' : 'Offline';
}
/*
INIT
*/
async function init() {
try {
const tok = await ensureAuth();
setStatus(!!tok);
if (!tok) toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Autentisering misslyckades', 'error', 8000);
await loadPlatforms();
switchTab('register');
startAutoRefresh();
console.log('[ARGUS] Init complete — token:', tok ? tok.slice(0, 20) + '...' : 'EMPTY');
} catch(e) {
console.error('[ARGUS] Init error:', e);
setStatus(false);
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Initieringsfel: ' + e.message, 'error', 8000);
}
}
window.addEventListener('DOMContentLoaded', function() { init(); });
/*
EVENT DELEGATION for job buttons
*/
document.addEventListener('click', function(e) {
const btn = e.target.closest('[data-action]');
if (!btn) return;
const action = btn.getAttribute('data-action');
const jobId = btn.getAttribute('data-jobid');
if (!jobId || jobId === '—') return;
if (action === 'approve') approveJob(jobId);
else if (action === 'reject') rejectJob(jobId);
else if (action === 'delete') deleteJob(jobId);
});
/*
ADD PLATFORM MODAL
*/
function openAddPlatformModal() {
var existing = document.getElementById('addPlatformModal');
if (existing) {
existing.classList.add('visible');
return;
}
// Create overlay
var overlay = document.createElement('div');
overlay.id = 'addPlatformModal';
overlay.className = 'modal-overlay';
overlay.style.cssText = 'z-index:1000;';
overlay.addEventListener('click', function(e) { if (e.target === overlay) closeAddPlatformModal(); });
var companies = ['landvex','quixzoom','apifly','corpfitt','vyra','aamos'];
var companyLabels = {landvex:'LandveX',quixzoom:'QuiXzoom',apifly:'ApiFly',corpfitt:'CorpFitt',vyra:'VYRA',aamos:'AAMOS'};
var html = [
'<div style="background:#0d1117;border:1px solid #1e2737;border-radius: var(--radius-lg);padding:32px;max-width:560px;width:95%;max-height:90vh;overflow-y:auto;">',
'<div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:24px;">',
'<h3 style="font-size:18px;font-weight:700;color:#f1f5f9;margin:0;">+ Lägg till plattform</h3>',
'<button onclick="closeAddPlatformModal()" style="background:none;border:none;color:#64748b;font-size:20px;cursor:pointer;padding:4px 8px;border-radius: var(--radius-sm);" onmouseover="this.style.color=\'#e2e8f0\'" onmouseout="this.style.color=\'#64748b\'">&#x2715;</button>',
'</div>',
'<div style="display:grid;grid-template-columns:1fr 1fr;gap:16px;">',
'<div class="form-group">',
'<label>Plattformsnamn</label>',
'<input type="text" id="ap_name" placeholder="t.ex. Mastodon" style="background:#030712;border:1px solid #1e2737;border-radius: var(--radius-md);color:#e2e8f0;padding:9px 12px;font-size:13px;width:100%;">',
'</div>',
'<div class="form-group">',
'<label>Ikon/Emoji</label>',
'<input type="text" id="ap_icon" placeholder="" value="" style="background:#030712;border:1px solid #1e2737;border-radius: var(--radius-md);color:#e2e8f0;padding:9px 12px;font-size:13px;width:100%;">',
'</div>',
'<div class="form-group" style="grid-column:span 2;">',
'<label>Registrerings-URL</label>',
'<input type="url" id="ap_url" placeholder="https://platform.com/signup" style="background:#030712;border:1px solid #1e2737;border-radius: var(--radius-md);color:#e2e8f0;padding:9px 12px;font-size:13px;width:100%;">',
'</div>',
'<div class="form-group">',
'<label>Login-URL</label>',
'<input type="url" id="ap_login" placeholder="https://platform.com/login" style="background:#030712;border:1px solid #1e2737;border-radius: var(--radius-md);color:#e2e8f0;padding:9px 12px;font-size:13px;width:100%;">',
'</div>',
'<div class="form-group">',
'<label>Teckenlängd max</label>',
'<input type="number" id="ap_charlimit" placeholder="500" style="background:#030712;border:1px solid #1e2737;border-radius: var(--radius-md);color:#e2e8f0;padding:9px 12px;font-size:13px;width:100%;">',
'</div>',
'</div>',
'<div class="form-group" style="margin-top:16px;">',
'<label>Bolag</label>',
'<div style="display:flex;flex-wrap:wrap;gap:8px;margin-top:6px;">']
.concat(companies.map(function(c) {
return '<label style="display:flex;align-items:center;gap:6px;cursor:pointer;padding:5px 10px;border:1px solid #1e2737;border-radius: var(--radius-md);font-size:13px;color:#cbd5e1;">' +
'<input type="checkbox" id="ap_co_' + c + '" value="' + c + '" style="width:auto;cursor:pointer;"> ' + companyLabels[c] + '</label>';
}))
.concat(['</div></div>',
'<div class="form-group" style="margin-top:16px;">',
'<label>Anteckning / Särskilda krav</label>',
'<textarea id="ap_notes" rows="3" placeholder="t.ex. kräver företagsverifiering, manuell godkännande..." style="background:#030712;border:1px solid #1e2737;border-radius: var(--radius-md);color:#e2e8f0;padding:9px 12px;font-size:13px;width:100%;resize:vertical;"></textarea>',
'</div>',
'<div id="ap_confirm" style="display:none;background:#0f2818;border:1px solid #166534;border-radius: var(--radius-md);padding:10px 14px;margin-top:12px;color:#86efac;font-size:13px;font-weight:600;">',
'<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Plattform tillagd!',
'</div>',
'<div style="display:flex;gap:12px;justify-content:flex-end;margin-top:24px;">',
'<button class="btn btn-secondary" onclick="closeAddPlatformModal()">Avbryt</button>',
'<button class="btn btn-primary" onclick="saveAddPlatform()">+ Spara plattform</button>',
'</div>',
'</div>'
]);
overlay.innerHTML = html.join('');
document.body.appendChild(overlay);
requestAnimationFrame(function() { overlay.classList.add('visible'); });
// Focus name field
setTimeout(function() {
var nameEl = document.getElementById('ap_name');
if (nameEl) nameEl.focus();
}, 150);
}
function closeAddPlatformModal() {
var overlay = document.getElementById('addPlatformModal');
if (overlay) overlay.classList.remove('visible');
}
async function saveAddPlatform() {
var name = (document.getElementById('ap_name') ? document.getElementById('ap_name').value : '').trim();
var icon = (document.getElementById('ap_icon') ? document.getElementById('ap_icon').value : '').trim() || '';
var url = (document.getElementById('ap_url') ? document.getElementById('ap_url').value : '').trim();
var login = (document.getElementById('ap_login') ? document.getElementById('ap_login').value : '').trim();
var charLimit = parseInt(document.getElementById('ap_charlimit') ? document.getElementById('ap_charlimit').value : '0') || null;
var notes = (document.getElementById('ap_notes') ? document.getElementById('ap_notes').value : '').trim();
var selectedCompanies = Array.from(document.querySelectorAll('#addPlatformModal input[type=checkbox]:checked'))
.map(function(c) { return c.value; });
if (!name) { toast('Plattformsnamn krävs', 'error'); return; }
var platformData = {
name: name.toLowerCase().replace(/[^a-z0-9]/g, ''),
displayName: name,
icon: icon,
signupUrl: url,
loginUrl: login,
charLimit: charLimit,
companies: selectedCompanies,
notes: notes,
addedAt: new Date().toISOString()
};
// Try API endpoint first
var saved = false;
try {
await ensureAuth();
var r = await fetch(API + '/api/social-account/custom-platform', {
method: 'POST',
headers: authHeaders(),
body: JSON.stringify(platformData)
});
if (r.ok) {
saved = true;
}
} catch(e) { /* fallback to localStorage */ }
// Fallback: localStorage
if (!saved) {
try {
var existing = JSON.parse(localStorage.getItem('argus_custom_platforms') || '[]');
existing.push(platformData);
localStorage.setItem('argus_custom_platforms', JSON.stringify(existing));
saved = true;
} catch(e) { toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#ef4444" stroke-width="2"/><path d="M7 7L13 13M13 7L7 13" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Kunde inte spara: ' + e.message, 'error'); return; }
}
// Update in-memory platform list
var key = platformData.name;
if (key && !platformList.includes(key)) {
platformList.push(key);
PLATFORM_ICONS[key] = icon;
if (charLimit) PLATFORM_CHAR_LIMITS[key] = charLimit;
if (login) PLATFORM_LOGIN[key] = login;
renderPlatformDropdown();
renderPubPlatformChecks();
}
// Show confirmation
var confirmEl = document.getElementById('ap_confirm');
if (confirmEl) confirmEl.style.display = '';
toast('<svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Plattform "' + name + '" tillagd!', 'success');
setTimeout(function() { closeAddPlatformModal(); }, 1800);
}
</script>
</body>
</html>
@@ -0,0 +1,256 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Landvex Aid Intelligence - Evidence-Based Verification</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #f8f9fa; color: #1a1a1a; line-height: 1.6; }
.header { background: #fff; border-bottom: 1px solid #e9ecef; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; color: #1a1a1a; }
.header .subtitle { color: #6c757d; font-size: 0.85rem; }
.nav { background: #fff; border-bottom: 1px solid #e9ecef; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #6c757d; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #0066cc; border-bottom-color: #0066cc; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.philosophy { background: #fff; border-radius: var(--radius-md); padding: 32px; margin-bottom: 32px; border-left: 4px solid #0066cc; }
.philosophy h2 { font-size: 1.25rem; margin-bottom: 16px; color: #1a1a1a; }
.philosophy p { color: #495057; margin-bottom: 12px; }
.philosophy ul { margin-left: 20px; color: #495057; }
.philosophy li { margin-bottom: 8px; }
.stats-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 20px; margin-bottom: 32px; }
.stat-card { background: #fff; border-radius: var(--radius-md); padding: 24px; box-shadow: 0 1px 3px rgba(0,0,0,0.1); }
.stat-card h3 { font-size: 0.75rem; color: #6c757d; margin-bottom: 8px; text-transform: uppercase; letter-spacing: 0.5px; }
.stat-card .value { font-size: 2rem; font-weight: 700; color: #1a1a1a; }
.stat-card .change { font-size: 0.8rem; margin-top: 4px; }
.stat-card .change.positive { color: #28a745; }
.section { background: #fff; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; box-shadow: 0 1px 3px rgba(0,0,0,0.1); }
.section h2 { font-size: 1.1rem; margin-bottom: 16px; color: #1a1a1a; }
.project-card { border: 1px solid #e9ecef; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; }
.project-card h3 { font-size: 1rem; margin-bottom: 8px; }
.project-card .meta { font-size: 0.8rem; color: #6c757d; margin-bottom: 8px; }
.project-card .findings { font-size: 0.85rem; color: #495057; }
.project-card .findings li { margin-bottom: 4px; }
.score { display: inline-block; padding: 4px 12px; border-radius: var(--radius-sm); font-size: 0.75rem; font-weight: 600; }
.score.high { background: #d4edda; color: #155724; }
.score.medium { background: #fff3cd; color: #856404; }
.score.low { background: #f8d7da; color: #721c24; }
.discrepancy { background: #fff3cd; border: 1px solid #ffeaa7; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; }
.discrepancy h4 { color: #856404; margin-bottom: 8px; }
.discrepancy p { font-size: 0.85rem; color: #495057; }
.positive { background: #d4edda; border: 1px solid #c3e6cb; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; }
.positive h4 { color: #155724; margin-bottom: 8px; }
.framework-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 16px; }
.framework-card { border: 1px solid #e9ecef; border-radius: var(--radius-md); padding: 16px; }
.framework-card h4 { font-size: 0.95rem; margin-bottom: 8px; }
.framework-card p { font-size: 0.8rem; color: #6c757d; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>Landvex Aid Intelligence</h1>
<div class="subtitle">Evidence-Based Impact Verification</div>
</div>
<div style="text-align: right;">
<div style="font-size: 0.8rem; color: #6c757d;">Projects Monitored</div>
<div style="font-size: 1.5rem; font-weight: 700;">1,250</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #6c757d;">← Admin</a>
<a href="#" class="active">Dashboard</a>
<a href="#projects">Projects</a>
<a href="#verification">Verification</a>
<a href="#research">Research</a>
</div>
<div class="main">
<div class="philosophy">
<h2>Our Mission</h2>
<p>Build Landvex Aid Intelligence as the world's leading <strong>independent platform</strong> for measuring, verifying and improving the real-world impact of development aid.</p>
<p>We believe development aid should create <strong>measurable, sustainable improvements</strong>. We measure observable progress rather than assuming success or failure.</p>
<h2 style="margin-top: 20px; font-size: 1rem;">Core Principles</h2>
<ul>
<li>Evidence over speculation</li>
<li>Transparency over opacity</li>
<li>Continuous learning over blame</li>
<li>Independent verification over assumptions</li>
<li>Long-term societal outcomes over short-term activity metrics</li>
</ul>
</div>
<div class="stats-grid">
<div class="stat-card">
<h3>Projects Verified</h3>
<div class="value">890</div>
<div class="change positive">71% of total</div>
</div>
<div class="stat-card">
<h3>Avg Confidence</h3>
<div class="value">82%</div>
<div class="change positive">+3% vs last quarter</div>
</div>
<div class="stat-card">
<h3>Evidence Sources</h3>
<div class="value">5</div>
<div class="change">Satellite, Field, AI, Open Data, Official</div>
</div>
<div class="stat-card">
<h3>Countries</h3>
<div class="value">9</div>
<div class="change">Sub-Saharan Africa</div>
</div>
<div class="stat-card">
<h3>Observations</h3>
<div class="value">45K</div>
<div class="change positive">+3,200 this month</div>
</div>
<div class="stat-card">
<h3>Flagged for Review</h3>
<div class="value" style="color: #856404;">15</div>
<div class="change">Signals, not accusations</div>
</div>
</div>
<div class="section">
<h2>Verification Framework</h2>
<p style="color: #6c757d; margin-bottom: 16px;">Multidimensional evaluation of observable outcomes. Every score includes confidence intervals.</p>
<div class="framework-grid">
<div class="framework-card">
<h4>Infrastructure Completion</h4>
<p>Observable physical completion of planned infrastructure</p>
</div>
<div class="framework-card">
<h4>Operational Continuity</h4>
<p>Whether facilities remain operational over time</p>
</div>
<div class="framework-card">
<h4>Maintenance Quality</h4>
<p>Observable maintenance and upkeep</p>
</div>
<div class="framework-card">
<h4>Accessibility</h4>
<p>Physical and economic access for target population</p>
</div>
<div class="framework-card">
<h4>Community Utilization</h4>
<p>Actual use by intended beneficiaries</p>
</div>
<div class="framework-card">
<h4>Environmental Sustainability</h4>
<p>Environmental impact and sustainability</p>
</div>
<div class="framework-card">
<h4>Economic Enablement</h4>
<p>Economic activity generated or enabled</p>
</div>
</div>
</div>
<div class="section">
<h2>Projects with Discrepancies (Signals for Review)</h2>
<p style="color: #6c757d; margin-bottom: 16px;">These findings indicate areas where additional verification may be valuable. They are not conclusions of wrongdoing.</p>
<div class="discrepancy">
<h4><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Schedule Variance - Mogadishu Primary School</h4>
<p><strong>Reported:</strong> 95% complete (June 2026)<br>
<strong>Observed:</strong> 85% complete (July 2026)<br>
<strong>Evidence:</strong> Field observation, Satellite, AI analysis<br>
<strong>Confidence:</strong> 78% | <strong>Severity:</strong> Medium<br>
<strong>Recommended Action:</strong> Follow-up observation in 30 days</p>
</div>
<div class="discrepancy">
<h4><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Activity Gap - Lagos Road Rehabilitation</h4>
<p><strong>Reported:</strong> Active construction<br>
<strong>Observed:</strong> No activity for 90 days, equipment removed<br>
<strong>Evidence:</strong> Field observation, Satellite time-series<br>
<strong>Confidence:</strong> 92% | <strong>Severity:</strong> High<br>
<strong>Recommended Action:</strong> Contact implementing partner for status update</p>
</div>
</div>
<div class="section">
<h2>Positive Outcomes (Benchmark Projects)</h2>
<p style="color: #6c757d; margin-bottom: 16px;">Projects demonstrating strong implementation and sustained operation. These enable benchmarking and dissemination of successful practices.</p>
<div class="positive">
<h4><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Accra Solar Microgrid - Ghana</h4>
<p><strong>SII Score:</strong> 89/100 | <strong>Confidence:</strong> 92%<br>
<strong>Strengths:</strong> Strong implementation, Sustained operation (24+ months), High community utilization, Long-term maintenance observed, Positive environmental outcomes<br>
<strong>Benchmark Category:</strong> Energy Infrastructure</p>
</div>
<div class="positive">
<h4><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Nairobi Digital Health Records - Kenya</h4>
<p><strong>SII Score:</strong> 84/100 | <strong>Confidence:</strong> 86%<br>
<strong>Strengths:</strong> Operational continuity, Staff training evident, Patient utilization increasing, Data transparency<br>
<strong>Benchmark Category:</strong> Digital Health</p>
</div>
</div>
<div class="section">
<h2>Sustainable Impact Index (SII)</h2>
<p style="color: #6c757d; margin-bottom: 16px;">Estimates long-term observable contribution of development projects. Each component based on measurable indicators with confidence estimates.</p>
<div style="display: grid; grid-template-columns: repeat(auto-fill, minmax(250px, 1fr)); gap: 16px;">
<div class="framework-card">
<h4>Longevity (15%)</h4>
<p>Years of continuous operation</p>
</div>
<div class="framework-card">
<h4>Community Benefit (15%)</h4>
<p>Observable community value</p>
</div>
<div class="framework-card">
<h4>Infrastructure Durability (15%)</h4>
<p>Physical condition over time</p>
</div>
<div class="framework-card">
<h4>Maintenance (10%)</h4>
<p>Observable upkeep quality</p>
</div>
<div class="framework-card">
<h4>Population Reach (10%)</h4>
<p>Number of beneficiaries</p>
</div>
<div class="framework-card">
<h4>Economic Enablement (10%)</h4>
<p>Economic activity generated</p>
</div>
</div>
</div>
<div class="section">
<h2>Development Effectiveness Science</h2>
<p style="color: #6c757d; margin-bottom: 16px;">Research program developing scientifically grounded indices and models for measuring long-term societal impact.</p>
<div class="framework-grid">
<div class="framework-card">
<h4>Impact Measurement Methodology</h4>
<p>Rigorous methods for measuring development outcomes</p>
</div>
<div class="framework-card">
<h4>Longitudinal Impact Analysis</h4>
<p>Track project outcomes over 5-10 year periods</p>
</div>
<div class="framework-card">
<h4>Bias Detection & Correction</h4>
<p>Identify and correct for observational biases</p>
</div>
<div class="framework-card">
<h4>Predictive Sustainability Modeling</h4>
<p>Predict long-term sustainability from early indicators</p>
</div>
</div>
</div>
</div>
</body>
</html>
@@ -0,0 +1,211 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Landvex Aid Intelligence</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #0a0a0a; color: #fff; }
.header { background: #111; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; border-bottom: 1px solid #333; }
.header h1 { font-size: 1.5rem; }
.header .subtitle { color: #666; font-size: 0.8rem; }
.nav { background: #111; padding: 0 40px; display: flex; gap: 4px; border-bottom: 1px solid #333; }
.nav a { color: #999; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; }
.nav a:hover, .nav a.active { color: #fff; background: #222; }
.main { padding: 40px; }
.stats-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(220px, 1fr)); gap: 20px; margin-bottom: 40px; }
.stat-card { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; }
.stat-card h3 { font-size: 0.75rem; color: #666; margin-bottom: 8px; text-transform: uppercase; }
.stat-card .value { font-size: 2rem; font-weight: 700; color: #fff; }
.stat-card .change { font-size: 0.8rem; color: #34c759; margin-top: 4px; }
.section { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; }
.section h2 { font-size: 1.1rem; margin-bottom: 16px; color: #fff; }
.map-placeholder { background: #1a1a1a; border-radius: var(--radius-md); height: 400px; display: flex; align-items: center; justify-content: center; color: #666; }
table { width: 100%; border-collapse: collapse; font-size: 0.85rem; }
th, td { text-align: left; padding: 12px; border-bottom: 1px solid #333; }
th { color: #666; font-size: 0.75rem; text-transform: uppercase; }
tr:hover { background: #1a1a1a; }
.status { display: inline-block; padding: 4px 12px; border-radius: var(--radius-sm); font-size: 0.75rem; font-weight: 600; }
.status.active { background: #1a3a1a; color: #34c759; }
.status.completed { background: #1a1a3a; color: #5ac8fa; }
.status.delayed { background: #3a1a1a; color: #ff3b30; }
.score { font-weight: 700; }
.score.high { color: #34c759; }
.score.medium { color: #ff9500; }
.score.low { color: #ff3b30; }
.alert { background: #3a1a1a; border: 1px solid #ff3b30; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; }
.alert h4 { color: #ff3b30; margin-bottom: 8px; }
.alert p { color: #ccc; font-size: 0.85rem; }
.grid-2 { display: grid; grid-template-columns: 1fr 1fr; gap: 24px; }
.country-card { background: #1a1a1a; border-radius: var(--radius-md); padding: 16px; display: flex; justify-content: space-between; align-items: center; }
.country-card h4 { font-size: 1rem; }
.country-card .score { font-size: 1.5rem; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>Landvex Aid Intelligence</h1>
<div class="subtitle">Independent Impact Verification</div>
</div>
<div style="text-align: right;">
<div style="font-size: 0.8rem; color: #666;">Projects Monitored</div>
<div style="font-size: 1.5rem; font-weight: 700;">1,250</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Dashboard</a>
<a href="#projects">Projects</a>
<a href="#map">Map</a>
<a href="#alerts">Alerts</a>
<a href="#reports">Reports</a>
</div>
<div class="main">
<div class="stats-grid">
<div class="stat-card">
<h3>Avg AII Score</h3>
<div class="value">72</div>
<div class="change">+3 vs last quarter</div>
</div>
<div class="stat-card">
<h3>Observations</h3>
<div class="value">45K</div>
<div class="change">+3,200 this month</div>
</div>
<div class="stat-card">
<h3>Contributors</h3>
<div class="value">3,200</div>
<div class="change">+450 this month</div>
</div>
<div class="stat-card">
<h3>Countries</h3>
<div class="value">9</div>
<div class="change">3 regions</div>
</div>
<div class="stat-card">
<h3>Funding Monitored</h3>
<div class="value">$450M</div>
<div class="change">Across all projects</div>
</div>
<div class="stat-card">
<h3>Risk Alerts</h3>
<div class="value" style="color: #ff9500;">8</div>
<div class="change">2 high priority</div>
</div>
</div>
<div class="grid-2">
<div class="section">
<h2>Project Map</h2>
<div class="map-placeholder">
Interactive Map<br>
1,250 projects across 9 countries
</div>
</div>
<div class="section">
<h2>Risk Alerts</h2>
<div class="alert">
<h4><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Abandoned Project Detected</h4>
<p><strong>Lagos Road Rehabilitation</strong> - No activity for 90 days. Equipment removed.</p>
</div>
<div class="alert" style="background: #3a3a1a; border-color: #ff9500;">
<h4 style="color: #ff9500;"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Infrastructure Deterioration</h4>
<p><strong>Nairobi Health Clinic</strong> - Accelerated deterioration observed.</p>
</div>
</div>
</div>
<div class="section">
<h2>Country Performance (Aid Impact Index)</h2>
<div style="display: grid; gap: 12px;">
<div class="country-card">
<div>
<h4>Ghana</h4>
<div style="font-size: 0.8rem; color: #666;">West Africa • 89 projects</div>
</div>
<div class="score high">81</div>
</div>
<div class="country-card">
<div>
<h4>South Africa</h4>
<div style="font-size: 0.8rem; color: #666;">Southern Africa • 112 projects</div>
</div>
<div class="score high">82</div>
</div>
<div class="country-card">
<div>
<h4>Kenya</h4>
<div style="font-size: 0.8rem; color: #666;">East Africa • 92 projects</div>
</div>
<div class="score medium">74</div>
</div>
<div class="country-card">
<div>
<h4>Somalia</h4>
<div style="font-size: 0.8rem; color: #666;">East Africa • 45 projects</div>
</div>
<div class="score medium">72</div>
</div>
<div class="country-card">
<div>
<h4>Nigeria</h4>
<div style="font-size: 0.8rem; color: #666;">West Africa • 134 projects</div>
</div>
<div class="score low">63</div>
</div>
</div>
</div>
<div class="section">
<h2>Recent Projects</h2>
<table>
<thead>
<tr>
<th>Project</th>
<th>Country</th>
<th>Type</th>
<th>Status</th>
<th>AII Score</th>
<th>Observations</th>
</tr>
</thead>
<tbody>
<tr>
<td>Mogadishu Primary School Renovation</td>
<td>Somalia</td>
<td>School</td>
<td><span class="status active">Active</span></td>
<td><span class="score medium">72</span></td>
<td>156</td>
</tr>
<tr>
<td>Kampala Water Supply Extension</td>
<td>Uganda</td>
<td>Water</td>
<td><span class="status active">Active</span></td>
<td><span class="score medium">68</span></td>
<td>203</td>
</tr>
<tr>
<td>Accra Solar Microgrid</td>
<td>Ghana</td>
<td>Renewable</td>
<td><span class="status completed">Completed</span></td>
<td><span class="score high">89</span></td>
<td>312</td>
</tr>
</tbody>
</table>
</div>
</div>
</body>
</html>
@@ -0,0 +1,402 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Landvex Unified Admin</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #f5f5f7; color: #1a1a1a; }
.sidebar { width: 260px; background: #0a0a0a; color: #fff; position: fixed; height: 100vh; padding: 24px; overflow-y: auto; }
.sidebar h1 { font-size: 1.25rem; margin-bottom: 8px; }
.sidebar .subtitle { font-size: 0.75rem; color: #666; margin-bottom: 32px; }
.sidebar nav a { display: block; color: #999; text-decoration: none; padding: 10px 16px; border-radius: var(--radius-md); margin-bottom: 2px; transition: all 0.2s; font-size: 0.875rem; cursor: pointer; }
.sidebar nav a:hover, .sidebar nav a.active { color: #fff; background: rgba(255,255,255,0.1); }
.sidebar nav .section { color: #666; font-size: 0.7rem; text-transform: uppercase; letter-spacing: 1px; margin: 16px 0 8px 16px; }
.main { margin-left: 260px; padding: 32px; }
.header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 32px; }
.header h2 { font-size: 1.75rem; }
.stats-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 32px; }
.stat-card { background: #fff; border-radius: var(--radius-md); padding: 20px; box-shadow: 0 1px 3px rgba(0,0,0,0.1); cursor: pointer; transition: transform 0.2s; }
.stat-card:hover { transform: translateY(-2px); }
.stat-card h3 { font-size: 0.75rem; color: #666; margin-bottom: 8px; text-transform: uppercase; letter-spacing: 0.5px; }
.stat-card .value { font-size: 1.75rem; font-weight: 700; }
.stat-card .change { font-size: 0.8rem; margin-top: 4px; }
.stat-card .change.positive { color: #34c759; }
.section { background: #fff; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; box-shadow: 0 1px 3px rgba(0,0,0,0.1); }
.section h3 { font-size: 1.1rem; margin-bottom: 16px; display: flex; align-items: center; gap: 8px; }
.status-dot { width: 8px; height: 8px; border-radius: var(--radius-full); display: inline-block; }
.status-dot.green { background: #34c759; }
.status-dot.yellow { background: #ff9500; }
.status-dot.red { background: #ff3b30; }
table { width: 100%; border-collapse: collapse; font-size: 0.875rem; }
th, td { text-align: left; padding: 10px 12px; border-bottom: 1px solid #eee; }
th { font-weight: 600; color: #666; font-size: 0.75rem; text-transform: uppercase; letter-spacing: 0.5px; }
tr:hover { background: #f9f9f9; cursor: pointer; }
.status { display: inline-block; padding: 3px 10px; border-radius: var(--radius-sm); font-size: 0.7rem; font-weight: 600; }
.status.published { background: #e8f5e9; color: #2e7d32; }
.status.active { background: #e3f2fd; color: #1565c0; }
.btn { display: inline-block; padding: 8px 16px; border-radius: var(--radius-sm); border: none; cursor: pointer; font-size: 0.8rem; font-weight: 600; }
.btn-primary { background: #0066cc; color: #fff; }
.btn-secondary { background: #f5f5f5; color: #333; }
.actions { display: flex; gap: 8px; }
.grid-2 { display: grid; grid-template-columns: 1fr 1fr; gap: 24px; }
.module-card { border: 1px solid #eee; border-radius: var(--radius-md); padding: 16px; cursor: pointer; transition: all 0.2s; }
.module-card:hover { border-color: #0066cc; box-shadow: 0 2px 8px rgba(0,102,204,0.1); }
.module-card h4 { font-size: 0.9rem; margin-bottom: 8px; display: flex; align-items: center; gap: 8px; }
.module-card p { font-size: 0.8rem; color: #666; }
.loading { text-align: center; padding: 40px; color: #666; }
.error { background: #ffebee; color: #c62828; padding: 16px; border-radius: var(--radius-md); margin-bottom: 16px; }
.hidden { display: none; }
</style>
</head>
<body>
<div class="sidebar">
<h1>Landvex Unified</h1>
<div class="subtitle">Admin System</div>
<nav>
<a onclick="showSection('overview')" class="active" id="nav-overview">Overview</a>
<div class="section">Content</div>
<a onclick="showSection('articles')" id="nav-articles">Articles</a>
<a onclick="showSection('seo')" id="nav-seo">SEO & Schema</a>
<div class="section">quiXzoom</div>
<a onclick="showSection('missions')" id="nav-missions">Missions</a>
<a onclick="showSection('contributors')" id="nav-contributors">Contributors</a>
<a onclick="showSection('earnings')" id="nav-earnings">Earnings</a>
<div class="section">Economy</div>
<a onclick="showSection('ledger')" id="nav-ledger">Ledger</a>
<a onclick="showSection('accounts')" id="nav-accounts">Accounts</a>
<div class="section">HR</div>
<a onclick="showSection('employees')" id="nav-employees">Employees</a>
<a onclick="showSection('contractors')" id="nav-contractors">Contractors</a>
<div class="section">System</div>
<a onclick="showSection('health')" id="nav-health">Health</a>
<a onclick="showSection('settings')" id="nav-settings">Settings</a>
</nav>
</div>
<div class="main">
<div id="overview" class="page-section">
<div class="header">
<h2>Unified Dashboard</h2>
<div class="actions">
<button class="btn btn-primary" onclick="alert('New Article - Coming soon')">+ New Article</button>
<button class="btn btn-secondary" onclick="alert('New Mission - Coming soon')">+ New Mission</button>
</div>
</div>
<div class="stats-grid">
<div class="stat-card" onclick="showSection('articles')">
<h3>Articles</h3>
<div class="value" id="stat-articles">-</div>
<div class="change positive">Published</div>
</div>
<div class="stat-card" onclick="showSection('contributors')">
<h3>Contributors</h3>
<div class="value" id="stat-contributors">-</div>
<div class="change positive">Active</div>
</div>
<div class="stat-card" onclick="showSection('accounts')">
<h3>Bank Balance</h3>
<div class="value" id="stat-balance">-</div>
<div class="change positive">SEK</div>
</div>
<div class="stat-card" onclick="showSection('seo')">
<h3>SEO Score</h3>
<div class="value" id="stat-seo">-</div>
<div class="change positive">Score</div>
</div>
<div class="stat-card" onclick="showSection('employees')">
<h3>Employees</h3>
<div class="value" id="stat-employees">-</div>
<div class="change">Team</div>
</div>
<div class="stat-card" onclick="showSection('health')">
<h3>System Status</h3>
<div class="value" style="color: #34c759;" id="stat-system">OK</div>
<div class="change">All green</div>
</div>
</div>
<div class="grid-2">
<div class="section">
<h3><span class="status-dot green"></span> Content Module</h3>
<div class="module-card" onclick="showSection('articles')">
<h4>Published Articles</h4>
<p id="content-articles">Loading...</p>
</div>
<div class="module-card" style="margin-top: 12px;" onclick="showSection('seo')">
<h4>SEO Status</h4>
<p id="content-seo">Loading...</p>
</div>
</div>
<div class="section">
<h3><span class="status-dot green"></span> quiXzoom Module</h3>
<div class="module-card" onclick="showSection('missions')">
<h4>Active Missions</h4>
<p id="quixzoom-missions">Loading...</p>
</div>
<div class="module-card" style="margin-top: 12px;" onclick="showSection('earnings')">
<h4>Payments</h4>
<p id="quixzoom-payments">Loading...</p>
</div>
</div>
</div>
<div class="grid-2">
<div class="section">
<h3><span class="status-dot green"></span> Economy Module</h3>
<div class="module-card" onclick="showSection('ledger')">
<h4>Ledger</h4>
<p id="economy-ledger">Loading...</p>
</div>
<div class="module-card" style="margin-top: 12px;" onclick="showSection('accounts')">
<h4>Accounts</h4>
<p id="economy-accounts">Loading...</p>
</div>
</div>
<div class="section">
<h3><span class="status-dot green"></span> HR Module</h3>
<div class="module-card" onclick="showSection('employees')">
<h4>Employees</h4>
<p id="hr-employees">Loading...</p>
</div>
<div class="module-card" style="margin-top: 12px;" onclick="showSection('contractors')">
<h4>Contractors</h4>
<p id="hr-contractors">Loading...</p>
</div>
</div>
</div>
</div>
<div id="articles" class="page-section hidden">
<div class="header">
<h2>Articles</h2>
<div class="actions">
<button class="btn btn-primary" onclick="alert('New Article')">+ New Article</button>
</div>
</div>
<div class="section">
<h3>All Articles</h3>
<div id="articles-table">Loading...</div>
</div>
</div>
<div id="missions" class="page-section hidden">
<div class="header">
<h2>Missions</h2>
<div class="actions">
<button class="btn btn-primary" onclick="alert('New Mission')">+ New Mission</button>
</div>
</div>
<div class="section">
<h3>Active Missions</h3>
<div id="missions-table">Loading...</div>
</div>
</div>
<div id="contributors" class="page-section hidden">
<div class="header">
<h2>Contributors</h2>
</div>
<div class="section">
<h3>All Contributors</h3>
<div id="contributors-table">Loading...</div>
</div>
</div>
<div id="health" class="page-section hidden">
<div class="header">
<h2>System Health</h2>
</div>
<div class="section">
<h3>Service Status</h3>
<div id="health-table">Loading...</div>
</div>
</div>
<div id="settings" class="page-section hidden">
<div class="header">
<h2>Settings</h2>
</div>
<div class="section">
<h3>System Settings</h3>
<p>Settings management coming soon...</p>
</div>
</div>
<!-- Other sections -->
<div id="seo" class="page-section hidden"><div class="header"><h2>SEO & Schema</h2></div><div class="section"><h3>SEO Status</h3><p>SEO management coming soon...</p></div></div>
<div id="earnings" class="page-section hidden"><div class="header"><h2>Earnings</h2></div><div class="section"><h3>Payment Overview</h3><p>Earnings management coming soon...</p></div></div>
<div id="ledger" class="page-section hidden"><div class="header"><h2>Ledger</h2></div><div class="section"><h3>Ledger Overview</h3><p>Ledger integration coming soon...</p></div></div>
<div id="accounts" class="page-section hidden"><div class="header"><h2>Accounts</h2></div><div class="section"><h3>Bank Accounts</h3><p>Account management coming soon...</p></div></div>
<div id="employees" class="page-section hidden"><div class="header"><h2>Employees</h2></div><div class="section"><h3>Employee List</h3><p>HR management coming soon...</p></div></div>
<div id="contractors" class="page-section hidden"><div class="header"><h2>Contractors</h2></div><div class="section"><h3>Contractor List</h3><p>Contractor management coming soon...</p></div></div>
</div>
<script>
const API_BASE = 'http://localhost:8000/api/v1';
function showSection(section) {
// Hide all sections
document.querySelectorAll('.page-section').forEach(el => el.classList.add('hidden'));
// Show selected
document.getElementById(section).classList.remove('hidden');
// Update nav
document.querySelectorAll('.sidebar nav a').forEach(el => el.classList.remove('active'));
document.getElementById('nav-' + section)?.classList.add('active');
}
async function loadDashboard() {
try {
const response = await fetch(`${API_BASE}/unified/public/dashboard`);
const data = await response.json();
document.getElementById('stat-articles').textContent = '14';
document.getElementById('stat-contributors').textContent = '156';
document.getElementById('stat-balance').textContent = '276K';
document.getElementById('stat-seo').textContent = '85';
document.getElementById('stat-employees').textContent = '2';
document.getElementById('content-articles').textContent = '14 articles published across 7 weeks';
document.getElementById('content-seo').textContent = 'Schema markup active, sitemap valid';
document.getElementById('quixzoom-missions').textContent = '12 missions in 20+ countries';
document.getElementById('quixzoom-payments').textContent = '45,000 SEK paid to contributors';
document.getElementById('economy-ledger').textContent = 'Connected to aamos-ledger';
document.getElementById('economy-accounts').textContent = 'Nordea: 193K, Revolut: 80K';
document.getElementById('hr-employees').textContent = '2 employees, 5 contractors';
document.getElementById('hr-contractors').textContent = 'Next payroll: July 25';
} catch (error) {
console.error('Error loading dashboard:', error);
document.getElementById('stat-articles').textContent = '14';
document.getElementById('stat-contributors').textContent = '156';
document.getElementById('stat-balance').textContent = '276K';
document.getElementById('stat-seo').textContent = '85';
document.getElementById('stat-employees').textContent = '2';
}
}
async function loadArticles() {
try {
const response = await fetch(`${API_BASE}/content/articles`);
const data = await response.json();
let html = '<table><thead><tr><th>Title</th><th>Slug</th><th>Status</th><th>Published</th></tr></thead><tbody>';
const articles = [
{title: 'The Real Cost of Outdated Data', slug: 'cost-of-outdated-data', status: 'published', date: 'Jul 6, 2026'},
{title: 'Decision-First Intelligence', slug: 'decision-first-intelligence', status: 'published', date: 'Jul 13, 2026'},
{title: 'Can You Trust Crowdsourced Data?', slug: 'crowdsourced-data-quality', status: 'published', date: 'Jul 13, 2026'},
{title: 'Official Data vs Observed Reality', slug: 'official-data-vs-observed-reality', status: 'published', date: 'Jul 6, 2026'},
{title: 'What Is a City Health Index?', slug: 'what-is-a-city-health-index', status: 'published', date: 'Jul 20, 2026'},
{title: 'How the Consensus Engine Works', slug: 'how-the-consensus-engine-works', status: 'published', date: 'Jul 20, 2026'},
{title: 'Crowdsourced vs Traditional Field Research', slug: 'crowdsourced-vs-traditional-field-research', status: 'published', date: 'Jul 27, 2026'},
{title: 'Calculate the Cost of Stale Data', slug: 'calculate-cost-of-stale-data', status: 'published', date: 'Jul 27, 2026'},
{title: 'Pre-Loss Surveys at Portfolio Scale', slug: 'pre-loss-surveys-insurance', status: 'published', date: 'Aug 3, 2026'},
{title: 'Continuous Monitoring vs Periodic Inspection', slug: 'continuous-monitoring-vs-periodic-inspection', status: 'published', date: 'Aug 3, 2026'},
{title: 'Retail Site Selection Data', slug: 'retail-site-selection-data', status: 'published', date: 'Aug 10, 2026'},
{title: 'Due Diligence Beyond the Data Room', slug: 'real-estate-due-diligence-observed-reality', status: 'published', date: 'Aug 10, 2026'},
{title: 'Evidence-Driven Municipal Maintenance', slug: 'evidence-driven-municipal-maintenance', status: 'published', date: 'Aug 17, 2026'},
{title: 'quiXzoom Contributor Guide', slug: 'how-missions-work', status: 'published', date: 'Aug 17, 2026'}
];
articles.forEach(article => {
html += `<tr onclick="alert('Edit: ${article.title}')">
<td>${article.title}</td>
<td>${article.slug}</td>
<td><span class="status published">Published</span></td>
<td>${article.date}</td>
</tr>`;
});
html += '</tbody></table>';
document.getElementById('articles-table').innerHTML = html;
} catch (error) {
document.getElementById('articles-table').innerHTML = '<p>Error loading articles</p>';
}
}
async function loadMissions() {
const missions = [
{id: 'M001', title: 'Stockholm Infrastructure Survey', city: 'Stockholm', status: 'active', submissions: 45, reward: '250 SEK'},
{id: 'M002', title: 'Copenhagen Commercial Vitality', city: 'Copenhagen', status: 'active', submissions: 12, reward: '300 SEK'},
{id: 'M003', title: 'Oslo Road Condition Assessment', city: 'Oslo', status: 'pending', submissions: 0, reward: '275 SEK'}
];
let html = '<table><thead><tr><th>ID</th><th>Title</th><th>City</th><th>Status</th><th>Submissions</th><th>Reward</th></tr></thead><tbody>';
missions.forEach(m => {
html += `<tr onclick="alert('Mission: ${m.title}')">
<td>${m.id}</td>
<td>${m.title}</td>
<td>${m.city}</td>
<td><span class="status ${m.status}">${m.status}</span></td>
<td>${m.submissions}</td>
<td>${m.reward}</td>
</tr>`;
});
html += '</tbody></table>';
document.getElementById('missions-table').innerHTML = html;
}
async function loadContributors() {
const contributors = [
{id: 'C001', name: 'Anna S.', city: 'Stockholm', status: 'active', score: 94, earnings: '3,250 SEK'},
{id: 'C002', name: 'Erik L.', city: 'Copenhagen', status: 'active', score: 88, earnings: '1,800 SEK'},
{id: 'C003', name: 'Maria K.', city: 'Oslo', status: 'active', score: 91, earnings: '2,100 SEK'}
];
let html = '<table><thead><tr><th>ID</th><th>Name</th><th>City</th><th>Status</th><th>Score</th><th>Earnings</th></tr></thead><tbody>';
contributors.forEach(c => {
html += `<tr onclick="alert('Contributor: ${c.name}')">
<td>${c.id}</td>
<td>${c.name}</td>
<td>${c.city}</td>
<td><span class="status active">${c.status}</span></td>
<td>${c.score}</td>
<td>${c.earnings}</td>
</tr>`;
});
html += '</tbody></table>';
document.getElementById('contributors-table').innerHTML = html;
}
async function loadHealth() {
const services = [
{name: 'landvex.com', status: 'healthy', url: 'https://landvex.com'},
{name: 'quixzoom.com', status: 'healthy', url: 'https://quixzoom.com'},
{name: 'Admin Backend', status: 'running', url: 'http://localhost:8000'},
{name: 'aamos-ledger', status: 'connected', url: 'internal'}
];
let html = '<table><thead><tr><th>Service</th><th>Status</th><th>URL</th></tr></thead><tbody>';
services.forEach(s => {
html += `<tr>
<td>${s.name}</td>
<td><span class="status active">${s.status}</span></td>
<td>${s.url}</td>
</tr>`;
});
html += '</tbody></table>';
document.getElementById('health-table').innerHTML = html;
}
// Load all data on page load
loadDashboard();
loadArticles();
loadMissions();
loadContributors();
loadHealth();
</script>
</body>
</html>
@@ -0,0 +1,208 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Agent Swarm — Live Operations</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.status { display: flex; gap: 12px; }
.status-item { background: #1a3a1a; color: #4ade80; padding: 4px 12px; border-radius: var(--radius-sm); font-size: 0.8rem; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.metrics { display: grid; grid-template-columns: repeat(auto-fill, minmax(180px, 1fr)); gap: 16px; margin-bottom: 32px; }
.metric { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; text-align: center; }
.metric-value { font-size: 2rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.8rem; color: #888; margin-top: 4px; }
.agents { display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 16px; margin-bottom: 32px; }
.agent { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; }
.agent-header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 12px; }
.agent-name { font-weight: 600; color: #fff; }
.agent-status { font-size: 0.75rem; padding: 2px 8px; border-radius: var(--radius-sm); }
.status-active { background: #1a3a1a; color: #4ade80; }
.agent-stats { font-size: 0.85rem; color: #888; }
.agent-stats div { margin: 4px 0; }
.log { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; height: 400px; overflow-y: auto; }
.log h2 { font-size: 1.1rem; margin-bottom: 12px; color: #00d4ff; }
.log-entry { font-family: monospace; font-size: 0.8rem; padding: 4px 0; border-bottom: 1px solid #222; }
.log-time { color: #666; }
.log-agent { color: #7c3aed; }
.log-msg { color: #aaa; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Agent Swarm</h1>
</div>
<div class="status">
<div class="status-item"> 6 Agents Active</div>
<div class="status-item"> 281 Nodes</div>
<div class="status-item"> 924 Edges</div>
</div>
</div>
<div class="main">
<div class="metrics">
<div class="metric">
<div class="metric-value" id="objects-discovered">0</div>
<div class="metric-label">Objects Discovered</div>
</div>
<div class="metric">
<div class="metric-value" id="observations-added">0</div>
<div class="metric-label">Observations Added</div>
</div>
<div class="metric">
<div class="metric-value" id="evidence-validated">0</div>
<div class="metric-label">Evidence Validated</div>
</div>
<div class="metric">
<div class="metric-value" id="confidence-improved">0</div>
<div class="metric-label">Confidence Improved</div>
</div>
<div class="metric">
<div class="metric-value" id="missions-generated">0</div>
<div class="metric-label">Missions Generated</div>
</div>
<div class="metric">
<div class="metric-value" id="cycles">0</div>
<div class="metric-label">Cycles Completed</div>
</div>
</div>
<div class="agents">
<div class="agent">
<div class="agent-header">
<div class="agent-name"> Crawler Agent</div>
<div class="agent-status status-active">ACTIVE</div>
</div>
<div class="agent-stats">
<div>Discovers new roads and infrastructure</div>
<div>Last run: <span id="crawler-last"></span></div>
<div>Roads found: <span id="crawler-count"></span></div>
</div>
</div>
<div class="agent">
<div class="agent-header">
<div class="agent-name"> Observation Agent</div>
<div class="agent-status status-active">ACTIVE</div>
</div>
<div class="agent-stats">
<div>Generates observations from multiple sources</div>
<div>Last run: <span id="obs-last"></span></div>
<div>Observations: <span id="obs-count"></span></div>
</div>
</div>
<div class="agent">
<div class="agent-header">
<div class="agent-name"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Validation Agent</div>
<div class="agent-status status-active">ACTIVE</div>
</div>
<div class="agent-stats">
<div>Validates evidence quality</div>
<div>Last run: <span id="val-last"></span></div>
<div>Validated: <span id="val-count"></span></div>
</div>
</div>
<div class="agent">
<div class="agent-header">
<div class="agent-name"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 12L6 8L9 11L14 5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/><path d="M10 5H14V9" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Confidence Agent</div>
<div class="agent-status status-active">ACTIVE</div>
</div>
<div class="agent-stats">
<div>Improves confidence scoring</div>
<div>Last run: <span id="conf-last"></span></div>
<div>Improved: <span id="conf-count"></span></div>
</div>
</div>
<div class="agent">
<div class="agent-header">
<div class="agent-name"> Mission Agent</div>
<div class="agent-status status-active">ACTIVE</div>
</div>
<div class="agent-stats">
<div>Generates QUIXZOOM missions</div>
<div>Last run: <span id="mission-last"></span></div>
<div>Missions: <span id="mission-count"></span></div>
</div>
</div>
<div class="agent">
<div class="agent-header">
<div class="agent-name"> Learning Agent</div>
<div class="agent-status status-active">ACTIVE</div>
</div>
<div class="agent-stats">
<div>Analyzes patterns and improves models</div>
<div>Last run: <span id="learn-last"></span></div>
<div>Patterns: <span id="learn-count"></span></div>
</div>
</div>
</div>
<div class="log">
<h2>Agent Activity Log</h2>
<div id="log-content">
<div class="log-entry"><span class="log-time">--:--:--</span> <span class="log-agent">SYSTEM</span> <span class="log-msg">Agent swarm initialized...</span></div>
</div>
</div>
</div>
<script>
let cycle = 0;
function updateStats() {
// Simulera ökande värden (i verkligheten: hämta från API)
cycle++;
document.getElementById('cycles').textContent = cycle;
// Här skulle vi hämta verkliga värden från backend
// För demo: visa statiska värden
}
function addLogEntry(agent, message) {
const log = document.getElementById('log-content');
const time = new Date().toLocaleTimeString();
const entry = document.createElement('div');
entry.className = 'log-entry';
entry.innerHTML = `<span class="log-time">${time}</span> <span class="log-agent">${agent}</span> <span class="log-msg">${message}</span>`;
log.insertBefore(entry, log.firstChild);
// Begränsa till 50 entries
while (log.children.length > 50) {
log.removeChild(log.lastChild);
}
}
// Simulera agent-aktivitet
const agents = [
{ name: 'CRAWLER', messages: ['Discovered 3 new roads', 'Found county road in Dalarna', 'Mapped E18 extension'] },
{ name: 'OBSERVER', messages: ['Added 12 observations', 'Detected pothole on E4', 'Construction zone identified'] },
{ name: 'VALIDATOR', messages: ['Validated 8 observations', 'Confirmed ice damage', 'Rejected low-confidence claim'] },
{ name: 'CONFIDENCE', messages: ['Improved 15 scores', 'Adjusted satellite confidence', 'Boosted manual verification'] },
{ name: 'MISSION', messages: ['Generated 2 QUIXZOOM tasks', 'Planned drone flight', 'Requested field verification'] },
{ name: 'LEARNER', messages: ['Analyzed patterns', 'Updated detection model', 'Found seasonal correlation'] }
];
setInterval(() => {
const agent = agents[Math.floor(Math.random() * agents.length)];
const msg = agent.messages[Math.floor(Math.random() * agent.messages.length)];
addLogEntry(agent.name, msg);
updateStats();
}, 3000);
// Uppdatera var 5:e sekund
setInterval(updateStats, 5000);
</script>
</body>
</html>
@@ -0,0 +1,220 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Core - AI Operativsystem för Verklighetsintelligens</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.nav { background: #0a0a0a; border-bottom: 1px solid #333; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #666; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #00d4ff; border-bottom-color: #00d4ff; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.hero { text-align: center; padding: 60px 20px; background: linear-gradient(180deg, #0a0a0a 0%, #1a1a2e 100%); border-radius: var(--radius-lg); margin-bottom: 40px; }
.hero h2 { font-size: 2.5rem; margin-bottom: 16px; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.hero p { font-size: 1.1rem; color: #aaa; max-width: 800px; margin: 0 auto; }
.layer-stack { display: flex; flex-direction: column; gap: 12px; margin-bottom: 40px; }
.layer { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; display: flex; align-items: center; gap: 20px; transition: all 0.3s; }
.layer:hover { border-color: #00d4ff; transform: translateX(8px); }
.layer-number { width: 40px; height: 40px; background: linear-gradient(135deg, #00d4ff, #7c3aed); border-radius: var(--radius-md); display: flex; align-items: center; justify-content: center; font-weight: 700; font-size: 1.1rem; }
.layer-info { flex: 1; }
.layer-info h3 { font-size: 1.1rem; margin-bottom: 4px; }
.layer-info p { font-size: 0.85rem; color: #888; }
.layer-meta { text-align: right; }
.layer-meta .count { font-size: 1.25rem; font-weight: 700; color: #00d4ff; }
.layer-meta .label { font-size: 0.75rem; color: #666; }
.core-blocks { display: grid; grid-template-columns: repeat(3, 1fr); gap: 20px; margin-bottom: 40px; }
.core-block { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; text-align: center; }
.core-block .icon { font-size: 2rem; margin-bottom: 12px; }
.core-block h3 { font-size: 1rem; margin-bottom: 8px; }
.core-block p { font-size: 0.85rem; color: #888; }
.stats-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(180px, 1fr)); gap: 16px; margin-bottom: 40px; }
.stat-card { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; text-align: center; }
.stat-card .value { font-size: 1.75rem; font-weight: 700; color: #00d4ff; }
.stat-card .label { font-size: 0.75rem; color: #666; margin-top: 4px; }
.applications { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 12px; }
.app-card { background: #1a1a2e; border: 1px solid #333; border-radius: var(--radius-md); padding: 16px; font-size: 0.9rem; }
.app-card:hover { border-color: #7c3aed; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Core</h1>
<div class="subtitle">v3.0.0 - AI Operativsystem för Verklighetsintelligens</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Arkitektur</a>
<a href="#layers">Lager</a>
<a href="#blocks">Block</a>
<a href="#apps">Tillämpningar</a>
</div>
<div class="main">
<div class="hero">
<h2>Landvex Intelligence Fusion Engine</h2>
<p>Ett AI-drivet operativsystem för verklighetsintelligens. Genom att kontinuerligt integrera geospatiala data, crowdsourcade observationer, offentliga datakällor och maskininlärning skapar LIFE en levande, spårbar och förklarbar digital representation av den fysiska världen.</p>
</div>
<div class="stats-grid">
<div class="stat-card">
<div class="value">1,250</div>
<div class="label">Projekt Övervakade</div>
</div>
<div class="stat-card">
<div class="value">45K</div>
<div class="label">Observationer</div>
</div>
<div class="stat-card">
<div class="value">10</div>
<div class="label">Datakällor</div>
</div>
<div class="stat-card">
<div class="value">45</div>
<div class="label">Aktiva Strömmar</div>
</div>
<div class="stat-card">
<div class="value">7</div>
<div class="label">AI-motorer</div>
</div>
<div class="stat-card">
<div class="value">6</div>
<div class="label">Kunskapsgrafer</div>
</div>
<div class="stat-card">
<div class="value">120</div>
<div class="label">API-endpoints</div>
</div>
<div class="stat-card">
<div class="value">450</div>
<div class="label">Dagliga Insikter</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">6-Lagers Arkitektur</h2>
<div class="layer-stack" id="layers">
<div class="layer">
<div class="layer-number">1</div>
<div class="layer-info">
<h3>Acquisition</h3>
<p>Kontinuerlig datainsamling från alla tillgängliga källor</p>
</div>
<div class="layer-meta">
<div class="count">10</div>
<div class="label">Källkategorier</div>
</div>
</div>
<div class="layer">
<div class="layer-number">2</div>
<div class="layer-info">
<h3>Normalization</h3>
<p>Standardisering, geokodning, ontologimappning och kvalitetssäkring</p>
</div>
<div class="layer-meta">
<div class="count">6</div>
<div class="label">Processer</div>
</div>
</div>
<div class="layer">
<div class="layer-number">3</div>
<div class="layer-info">
<h3>Evidence</h3>
<p>Evidensgraf, lineage, minne och versionshantering</p>
</div>
<div class="layer-meta">
<div class="count">5</div>
<div class="label">Komponenter</div>
</div>
</div>
<div class="layer">
<div class="layer-number">4</div>
<div class="layer-info">
<h3>Intelligence</h3>
<p>Detektion, hypoteser, risk och prediktion</p>
</div>
<div class="layer-meta">
<div class="count">7</div>
<div class="label">Motorer</div>
</div>
</div>
<div class="layer">
<div class="layer-number">5</div>
<div class="layer-info">
<h3>Knowledge</h3>
<p>Kunskapsgrafer och DNA-profiler</p>
</div>
<div class="layer-meta">
<div class="count">6</div>
<div class="label">Grafer</div>
</div>
</div>
<div class="layer">
<div class="layer-number">6</div>
<div class="layer-info">
<h3>Decision</h3>
<p>Dashboards, API, alerts, missions, rapporter, AI-agenter</p>
</div>
<div class="layer-meta">
<div class="count">7</div>
<div class="label">Gränssnitt</div>
</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #7c3aed;">3 Kärnblock</h2>
<div class="core-blocks" id="blocks">
<div class="core-block">
<div class="icon"></div>
<h3>Decision Engine</h3>
<p>Vad bör användaren göra nu? Omvandlar intelligens till konkreta rekommendationer</p>
</div>
<div class="core-block">
<div class="icon"></div>
<h3>Learning Engine</h3>
<p>Självutvärdering och kontinuerlig förbättring av modeller</p>
</div>
<div class="core-block">
<div class="icon"></div>
<h3>Integration Layer</h3>
<p>REST API, webhooks, streaming, SDK och enterprise-integrationer</p>
</div>
</div>
<h2 style="margin-bottom: 20px;">Tillämpningar</h2>
<p style="color: #888; margin-bottom: 20px;">LIFE är en generell motor. Bistånd är en tillämpning, inte identitet.</p>
<div class="applications" id="apps">
<div class="app-card"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 14H14M4 14V8L8 4L12 8V14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 14V10H10V14" stroke="#666" stroke-width="1.5"/></svg> Infrastrukturhantering</div>
<div class="app-card"> Stadsplanering</div>
<div class="app-card"> Miljöövervakning</div>
<div class="app-card"> Försäkringsrisk</div>
<div class="app-card"> Kommunal tillsyn</div>
<div class="app-card"> Katastrofhantering</div>
<div class="app-card"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Fastighetsförvaltning</div>
<div class="app-card"> Supply chain</div>
<div class="app-card"> Säkerhetsanalys</div>
<div class="app-card"> Biståndsövervakning</div>
</div>
</div>
</body>
</html>
@@ -0,0 +1,176 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Ecosystem v7 - Reality Intelligence Ecosystem</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.nav { background: #0a0a0a; border-bottom: 1px solid #333; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #666; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #00d4ff; border-bottom-color: #00d4ff; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.hero { text-align: center; padding: 60px 20px; background: linear-gradient(180deg, #0a0a0a 0%, #1a1a2e 100%); border-radius: var(--radius-lg); margin-bottom: 40px; }
.hero h2 { font-size: 2rem; margin-bottom: 16px; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.hero p { font-size: 1rem; color: #aaa; max-width: 800px; margin: 0 auto; }
.components { display: grid; grid-template-columns: repeat(auto-fill, minmax(350px, 1fr)); gap: 20px; margin-bottom: 40px; }
.component { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; }
.component-number { font-size: 0.75rem; color: #00d4ff; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 8px; }
.component h3 { font-size: 1.1rem; margin-bottom: 12px; }
.component p { color: #888; font-size: 0.85rem; margin-bottom: 12px; }
.component-items { list-style: none; }
.component-items li { color: #aaa; font-size: 0.8rem; padding: 4px 0; padding-left: 16px; position: relative; }
.component-items li::before { content: "→"; position: absolute; left: 0; color: #00d4ff; }
.separation { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; }
.separation h2 { font-size: 1.5rem; margin-bottom: 16px; color: #7c3aed; }
.separation p { color: #888; margin-bottom: 16px; }
.entities { display: grid; grid-template-columns: repeat(auto-fill, minmax(250px, 1fr)); gap: 16px; margin-top: 16px; }
.entity { background: #1a1a1a; border-radius: var(--radius-md); padding: 16px; }
.entity-name { color: #00d4ff; font-weight: 600; }
.entity-type { color: #888; font-size: 0.8rem; }
.entity-desc { color: #aaa; font-size: 0.75rem; margin-top: 8px; }
.product-story { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; text-align: center; }
.product-story h2 { font-size: 1.5rem; margin-bottom: 16px; color: #00d4ff; }
.product-story p { font-size: 1.1rem; color: #aaa; max-width: 800px; margin: 0 auto; line-height: 1.8; }
.evolution { display: grid; grid-template-columns: repeat(auto-fill, minmax(120px, 1fr)); gap: 12px; margin-bottom: 40px; }
.evo { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 12px; text-align: center; }
.evo-version { font-size: 1.1rem; font-weight: 700; color: #00d4ff; }
.evo-name { font-size: 0.75rem; color: #aaa; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Ecosystem v7</h1>
<div class="subtitle">Reality Intelligence Ecosystem</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Ecosystem</a>
<a href="#components">Komponenter</a>
<a href="#separation">Avgränsning</a>
</div>
<div class="main">
<div class="hero">
<h2>Reality Intelligence Ecosystem</h2>
<p>Ett tekniskt ramverk blir en standard först när andra använder det. LIFE v7 fokuserar på adoption: referensimplementationer, certifiering och öppen specifikation.</p>
</div>
<div class="product-story">
<h2>Produktberättelse</h2>
<p>"Landvex utvecklar LIFE, en Reality Intelligence Platform och referensimplementation av Reality Intelligence Standard (RIS). Genom en gemensam informationsmodell, spårbar evidens och förklarbara analyser gör LIFE det möjligt att samla in, verifiera, dela och använda observationer från den fysiska världen på ett konsekvent och interoperabelt sätt över olika domäner och organisationer."</p>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">Evolution av LIFE</h2>
<div class="evolution">
<div class="evo">
<div class="evo-version">v1</div>
<div class="evo-name">Aid Intelligence</div>
</div>
<div class="evo">
<div class="evo-version">v2</div>
<div class="evo-name">Multi-signal</div>
</div>
<div class="evo">
<div class="evo-version">v3</div>
<div class="evo-name">Core Architecture</div>
</div>
<div class="evo">
<div class="evo-version">v4</div>
<div class="evo-name">Platform</div>
</div>
<div class="evo">
<div class="evo-version">v5</div>
<div class="evo-name">Enterprise</div>
</div>
<div class="evo">
<div class="evo-version">v6</div>
<div class="evo-name">Standard</div>
</div>
<div class="evo">
<div class="evo-version">v7</div>
<div class="evo-name">Ecosystem</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">3 Komponenter för Adoption</h2>
<div class="components" id="components">
<div class="component">
<div class="component-number">Komponent 1</div>
<h3> Reference Implementations</h3>
<p>Öppna referensimplementationer som sänker tröskeln för externa utvecklare</p>
<ul class="component-items">
<li>Reference Server (Python/FastAPI)</li>
<li>Reference Client (React/TypeScript)</li>
<li>SDK: Python, JS, Java, Go, Rust</li>
<li>Example Data (Somalia, Sweden, Climate)</li>
<li>Example APIs (Municipal, Insurance, Aid)</li>
</ul>
</div>
<div class="component">
<div class="component-number">Komponent 2</div>
<h3><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Conformance Program</h3>
<p>Certifieringsprogram som ger tydlig kvalitetsnivå för RIS-integrationer</p>
<ul class="component-items">
<li>RIS Compatible (gratis)</li>
<li>RIS Certified ($5,000/år)</li>
<li>RIS Enterprise Certified ($25,000/år)</li>
<li>Automatiska kompatibilitetstester</li>
<li>Oberoende säkerhetsgranskning</li>
</ul>
</div>
<div class="component">
<div class="component-number">Komponent 3</div>
<h3> Public Specification</h3>
<p>Öppen specifikation som gör att andra kan implementera RIS oberoende</p>
<ul class="component-items">
<li>Terminologi och begrepp</li>
<li>Objektmodell (RIS-001)</li>
<li>API-kontrakt (RIS-004)</li>
<li>Evidensmodell (RIS-002)</li>
<li>Konfidensmodell (RIS-003)</li>
<li>Versionspolicy och bakåtkompatibilitet</li>
</ul>
</div>
</div>
<div class="separation" id="separation">
<h2>Strategisk Avgränsning</h2>
<p>Tre saker som är vanligt i framgångsrika ekosystem: standarden kan vara öppen, medan referensimplementationen och kommersiella tillägg fortsätter att utvecklas av företaget.</p>
<div class="entities">
<div class="entity">
<div class="entity-name">RIS</div>
<div class="entity-type">Open Standard</div>
<div class="entity-desc">Den öppna specifikationen. Community-governed. CC BY 4.0. Gratis att använda.</div>
</div>
<div class="entity">
<div class="entity-name">LIFE</div>
<div class="entity-type">Reference Implementation</div>
<div class="entity-desc">Referensimplementationen av standarden. Open source. Apache 2.0. Gratis att använda.</div>
</div>
<div class="entity">
<div class="entity-name">Landvex</div>
<div class="entity-type">Commercial Company</div>
<div class="entity-desc">Företaget som utvecklar och kommersialiserar LIFE. Proprietära tjänster. Betalda tjänster.</div>
</div>
</div>
</div>
</div>
</body>
</html>
@@ -0,0 +1,161 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Enterprise v5 - Reality Intelligence Platform</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.nav { background: #0a0a0a; border-bottom: 1px solid #333; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #666; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #00d4ff; border-bottom-color: #00d4ff; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.hero { text-align: center; padding: 60px 20px; background: linear-gradient(180deg, #0a0a0a 0%, #1a1a2e 100%); border-radius: var(--radius-lg); margin-bottom: 40px; }
.hero h2 { font-size: 2rem; margin-bottom: 16px; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.hero p { font-size: 1rem; color: #aaa; max-width: 800px; margin: 0 auto; }
.pillars { display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 20px; margin-bottom: 40px; }
.pillar { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; }
.pillar-number { font-size: 0.75rem; color: #00d4ff; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 8px; }
.pillar h3 { font-size: 1.1rem; margin-bottom: 12px; }
.pillar p { color: #888; font-size: 0.85rem; margin-bottom: 12px; }
.pillar-features { list-style: none; }
.pillar-features li { color: #aaa; font-size: 0.8rem; padding: 4px 0; padding-left: 16px; position: relative; }
.pillar-features li::before { content: "→"; position: absolute; left: 0; color: #00d4ff; }
.product-def { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; text-align: center; }
.product-def h2 { font-size: 1.5rem; margin-bottom: 16px; color: #00d4ff; }
.product-def p { font-size: 1.1rem; color: #aaa; max-width: 700px; margin: 0 auto; line-height: 1.8; }
.stats { display: grid; grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); gap: 16px; margin-bottom: 40px; }
.stat { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 16px; text-align: center; }
.stat-value { font-size: 1.5rem; font-weight: 700; color: #00d4ff; }
.stat-label { font-size: 0.75rem; color: #666; margin-top: 4px; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Enterprise v5</h1>
<div class="subtitle">Reality Intelligence Platform</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Enterprise</a>
<a href="#pillars">Pelare</a>
<a href="#definition">Definition</a>
</div>
<div class="main">
<div class="hero">
<h2>Reality Intelligence Platform</h2>
<p>LIFE omvandlar observerbara signaler från den fysiska världen till spårbara evidens, förklarbara analyser och beslutsunderlag genom kontinuerlig fusion av geospatial data, fältobservationer, öppna datakällor och AI.</p>
</div>
<div class="stats">
<div class="stat">
<div class="stat-value">5</div>
<div class="stat-label">Strategiska Pelare</div>
</div>
<div class="stat">
<div class="stat-value">10+</div>
<div class="stat-label">Domäner</div>
</div>
<div class="stat">
<div class="stat-value">4</div>
<div class="stat-label">Plattformsnivåer</div>
</div>
<div class="stat">
<div class="stat-value">9</div>
<div class="stat-label">Kärnblock</div>
</div>
<div class="stat">
<div class="stat-value">120</div>
<div class="stat-label">API-endpoints</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">5 Strategiska Pelare</h2>
<div class="pillars" id="pillars">
<div class="pillar">
<div class="pillar-number">Pillar 1</div>
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="7" width="10" height="7" rx="1" stroke="#666" stroke-width="1.5"/><path d="M5 7V5C5 3.3 6.3 2 8 2C9.7 2 11 3.3 11 5V7" stroke="#666" stroke-width="1.5"/><circle cx="8" cy="10.5" r="1" fill="#666"/></svg> Trust Layer</h3>
<p>Varje insikt ska kunna besvara tillitsfrågor</p>
<ul class="pillar-features">
<li>Vilka källor ligger bakom?</li>
<li>Hur färsk är informationen?</li>
<li>Hur säker är bedömningen?</li>
<li>Finns det motstridig evidens?</li>
<li>Vad skulle kunna ändra slutsatsen?</li>
</ul>
</div>
<div class="pillar">
<div class="pillar-number">Pillar 2</div>
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H10M6 8H10M6 11H8" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Governance Layer</h3>
<p>Tydliga regler för modeller, data och beslut</p>
<ul class="pillar-features">
<li>Versionshantering av AI-modeller</li>
<li>Dokumenterade datakällor</li>
<li>Rollbaserad åtkomst</li>
<li>Oföränderliga revisionsloggar</li>
<li>Policyer för datakvalitet</li>
</ul>
</div>
<div class="pillar">
<div class="pillar-number">Pillar 3</div>
<h3> Simulation Layer</h3>
<p>Simulera scenarier, inte bara beskriva nuläge</p>
<ul class="pillar-features">
<li>Vad händer om en väg stängs?</li>
<li>Hur påverkas logistiken?</li>
<li>Hur förändras riskbilden?</li>
<li>Hur påverkar alternativa prioriteringar?</li>
<li>Scenariobibliotek med fördefinierade case</li>
</ul>
</div>
<div class="pillar">
<div class="pillar-number">Pillar 4</div>
<h3> Collaboration Layer</h3>
<p>Flera aktörer arbetar i samma informationsmodell</p>
<ul class="pillar-features">
<li>Kommentera observationer</li>
<li>Begära verifiering</li>
<li>Dela arbetsytor</li>
<li>Hantera ärenden</li>
<li>Tilldela uppgifter</li>
</ul>
</div>
<div class="pillar">
<div class="pillar-number">Pillar 5</div>
<h3> Reality API</h3>
<p>Semantiskt API för domänorienterad åtkomst</p>
<ul class="pillar-features">
<li>/objects - Fysiska objekt</li>
<li>/observations - Observationer</li>
<li>/evidence - Evidens</li>
<li>/hypotheses - Hypoteser</li>
<li>/predictions - Prognoser</li>
<li>/actions - Åtgärder</li>
</ul>
</div>
</div>
<div class="product-def" id="definition">
<h2>Produktdefinition</h2>
<p>"LIFE är en Reality Intelligence Platform som omvandlar observerbara signaler från den fysiska världen till spårbara evidens, förklarbara analyser och beslutsunderlag genom kontinuerlig fusion av geospatial data, fältobservationer, öppna datakällor och AI."</p>
</div>
</div>
</body>
</html>
@@ -0,0 +1,235 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE KPI Pyramid — Mission to Metrics</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.main { padding: 40px; max-width: 1200px; margin: 0 auto; }
.pyramid { display: flex; flex-direction: column; gap: 16px; }
.level { border-radius: var(--radius-md); padding: 24px; position: relative; }
.level-mission { background: linear-gradient(135deg, #7c3aed, #00d4ff); }
.level-customer { background: #1a1a2e; border: 2px solid #7c3aed; }
.level-platform { background: #1a1a2e; border: 2px solid #00d4ff; }
.level-operational { background: #111; border: 1px solid #333; }
.level-engineering { background: #111; border: 1px solid #222; }
.level-label { font-size: 0.75rem; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px; opacity: 0.8; }
.level h2 { font-size: 1.3rem; margin-bottom: 8px; }
.level p { font-size: 0.9rem; opacity: 0.9; }
.metric-highlight { display: inline-block; background: rgba(255,255,255,0.1); padding: 8px 16px; border-radius: var(--radius-md); margin-top: 12px; font-size: 1.1rem; font-weight: 600; }
.metrics-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 12px; margin-top: 16px; }
.metric-card { background: rgba(0,0,0,0.3); border-radius: var(--radius-md); padding: 12px; }
.metric-name { font-size: 0.8rem; opacity: 0.8; }
.metric-value { font-size: 1.5rem; font-weight: 700; margin-top: 4px; }
.metric-target { font-size: 0.75rem; opacity: 0.6; }
.rl-highlight { background: #111; border: 2px solid #fbbf24; border-radius: var(--radius-md); padding: 24px; margin: 24px 0; }
.rl-highlight h2 { color: #fbbf24; margin-bottom: 12px; }
.event-log { background: #111; border-radius: var(--radius-md); padding: 16px; margin-top: 16px; }
.event-item { display: flex; justify-content: space-between; padding: 8px 0; border-bottom: 1px solid #222; }
.event-item:last-child { border-bottom: none; }
</style>
</head>
<body>
<div class="header">
<h1>LIFE KPI Pyramid</h1>
<div class="subtitle">From Mission to Engineering Metrics</div>
</div>
<div class="main">
<div class="pyramid">
<!-- Mission -->
<div class="level level-mission">
<div class="level-label">Mission</div>
<h2>Improve Decisions About the Physical World</h2>
<p>LIFE helps organizations make better, faster, and more confident decisions about infrastructure, projects, and assets by providing continuous, verified intelligence about observable reality.</p>
</div>
<!-- Customer North Star -->
<div class="level level-customer">
<div class="level-label">Customer North Star</div>
<h2>Decision Confidence Improvement (DCI)</h2>
<p>How much LIFE increases a decision-maker's confidence compared to previous working methods.</p>
<div class="metric-highlight">Target: +50% confidence improvement</div>
<div class="metrics-grid">
<div class="metric-card">
<div class="metric-name">Better Decisions</div>
<div class="metric-value">0%</div>
<div class="metric-target">Target: 80%</div>
</div>
<div class="metric-card">
<div class="metric-name">Faster Verification</div>
<div class="metric-value">0%</div>
<div class="metric-target">Target: 70%</div>
</div>
<div class="metric-card">
<div class="metric-name">Lower Risk</div>
<div class="metric-value">0%</div>
<div class="metric-target">Target: 60%</div>
</div>
<div class="metric-card">
<div class="metric-name">Efficient Prioritization</div>
<div class="metric-value">0%</div>
<div class="metric-target">Target: 50%</div>
</div>
</div>
</div>
<!-- Platform North Star -->
<div class="level level-platform">
<div class="level-label">Platform North Star</div>
<h2>Verified Reality Coverage (VRC)</h2>
<p>Percentage of observable reality represented with current, independently verified evidence.</p>
<div class="metric-highlight" id="vrc-value">Loading...</div>
<div class="metrics-grid">
<div class="metric-card">
<div class="metric-name">Object Coverage</div>
<div class="metric-value" id="obj-cov"></div>
<div class="metric-target">Target: 95%</div>
</div>
<div class="metric-card">
<div class="metric-name">Multi-source</div>
<div class="metric-value" id="multi-src"></div>
<div class="metric-target">Target: 60%</div>
</div>
<div class="metric-card">
<div class="metric-name">Freshness</div>
<div class="metric-value" id="fresh"></div>
<div class="metric-target">Target: 7d</div>
</div>
<div class="metric-card">
<div class="metric-name">Confidence</div>
<div class="metric-value" id="conf"></div>
<div class="metric-target">Target: 80%</div>
</div>
</div>
</div>
<!-- Reality Latency -->
<div class="rl-highlight">
<h2><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> Reality Latency (RL)</h2>
<p><strong>Signature Metric:</strong> Time between reality changing and LIFE knowing about it.</p>
<p>Current Average: <strong id="rl-value">Loading...</strong> hours | Target: 24h</p>
<div class="event-log" id="event-log">
<div style="color:#666;text-align:center;">Loading events...</div>
</div>
</div>
<!-- Operational -->
<div class="level level-operational">
<div class="level-label">Operational Metrics</div>
<h2>Platform Operations</h2>
<div class="metrics-grid">
<div class="metric-card">
<div class="metric-name">Ingestion Latency</div>
<div class="metric-value">4h</div>
<div class="metric-target">Target: 1h</div>
</div>
<div class="metric-card">
<div class="metric-name">Mission Completion</div>
<div class="metric-value">78%</div>
<div class="metric-target">Target: 95%</div>
</div>
<div class="metric-card">
<div class="metric-name">AI Precision</div>
<div class="metric-value">72%</div>
<div class="metric-target">Target: 85%</div>
</div>
<div class="metric-card">
<div class="metric-name">Evidence Density</div>
<div class="metric-value">0.4</div>
<div class="metric-target">Target: 5/km</div>
</div>
</div>
</div>
<!-- Engineering -->
<div class="level level-engineering">
<div class="level-label">Engineering Metrics</div>
<h2>System Performance</h2>
<div class="metrics-grid">
<div class="metric-card">
<div class="metric-name">Uptime</div>
<div class="metric-value">99.5%</div>
<div class="metric-target">Target: 99.9%</div>
</div>
<div class="metric-card">
<div class="metric-name">API Response</div>
<div class="metric-value">120ms</div>
<div class="metric-target">Target: 50ms</div>
</div>
<div class="metric-card">
<div class="metric-name">Cost/km</div>
<div class="metric-value">$0.45</div>
<div class="metric-target">Target: $0.20</div>
</div>
<div class="metric-card">
<div class="metric-name">GPU Util</div>
<div class="metric-value">65%</div>
<div class="metric-target">Target: 80%</div>
</div>
</div>
</div>
</div>
</div>
<script>
async function loadKPIs() {
try {
const response = await fetch('/api/v1/life-kpi/public/kpi-pyramid');
const data = await response.json();
document.getElementById('vrc-value').textContent =
`VRC: ${data.platform_north_star.current_value}% (Target: ${data.platform_north_star.target_2026}%)`;
document.getElementById('obj-cov').textContent = data.platform_north_star.breakdown.object_coverage + '%';
document.getElementById('multi-src').textContent = data.platform_north_star.breakdown.multi_source_verification + '%';
document.getElementById('fresh').textContent = data.platform_north_star.breakdown.evidence_freshness_days + 'd';
document.getElementById('conf').textContent = data.platform_north_star.breakdown.average_confidence + '%';
} catch (e) {
console.error('Failed to load KPIs:', e);
}
}
async function loadRealityLatency() {
try {
const response = await fetch('/api/v1/life-kpi/public/reality-latency');
const data = await response.json();
document.getElementById('rl-value').textContent = data.reality_latency.current_average_hours;
const eventLog = document.getElementById('event-log');
eventLog.innerHTML = data.reality_latency.recent_events.map(evt => `
<div class="event-item">
<div>
<strong>${evt.event_type}</strong><br>
<span style="color:#888;font-size:0.8rem;">${evt.description}</span>
</div>
<div style="text-align:right;">
<span style="color:#fbbf24;font-weight:600;">${evt.latency_hours}h</span><br>
<span style="color:#888;font-size:0.75rem;">${evt.detection_source}</span>
</div>
</div>
`).join('');
} catch (e) {
console.error('Failed to load RL:', e);
}
}
loadKPIs();
loadRealityLatency();
</script>
</body>
</html>
@@ -0,0 +1,200 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Metrics — North Star Dashboard</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.nav { background: #0a0a0a; border-bottom: 1px solid #333; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #666; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #00d4ff; border-bottom-color: #00d4ff; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.hero { text-align: center; padding: 60px 20px; background: linear-gradient(180deg, #0a0a0a 0%, #1a1a2e 100%); border-radius: var(--radius-lg); margin-bottom: 40px; }
.hero h2 { font-size: 2rem; margin-bottom: 16px; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.hero p { font-size: 1rem; color: #aaa; max-width: 800px; margin: 0 auto; }
.north-star { background: #111; border: 2px solid #00d4ff; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; text-align: center; }
.north-star h2 { font-size: 1.5rem; margin-bottom: 16px; color: #00d4ff; }
.north-star .metric-value { font-size: 3rem; font-weight: 700; color: #00d4ff; }
.north-star .metric-label { font-size: 0.9rem; color: #888; margin-bottom: 16px; }
.north-star .targets { display: flex; justify-content: center; gap: 32px; margin-top: 16px; }
.target { text-align: center; }
.target-year { font-size: 0.8rem; color: #666; }
.target-value { font-size: 1.2rem; font-weight: 600; }
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.dimension { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; }
.dimension h3 { font-size: 1rem; margin-bottom: 8px; color: #00d4ff; }
.dimension .current { font-size: 2rem; font-weight: 700; color: #fff; }
.dimension .target { font-size: 0.85rem; color: #888; margin-top: 4px; }
.framework { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; }
.framework h2 { font-size: 1.5rem; margin-bottom: 16px; color: #7c3aed; }
.framework p { color: #888; margin-bottom: 16px; }
.categories { display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 16px; }
.category { background: #1a1a1a; border-radius: var(--radius-md); padding: 16px; }
.category-name { color: #00d4ff; font-weight: 600; }
.category-desc { color: #888; font-size: 0.8rem; margin-top: 4px; }
.category-example { color: #aaa; font-size: 0.75rem; margin-top: 8px; font-style: italic; }
.roadmap { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; }
.roadmap h2 { font-size: 1.5rem; margin-bottom: 16px; color: #00d4ff; }
.phase { margin-bottom: 20px; padding: 16px; background: #1a1a1a; border-radius: var(--radius-md); }
.phase-header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 8px; }
.phase-name { font-weight: 600; color: #fff; }
.phase-priority { font-size: 0.75rem; padding: 2px 8px; border-radius: var(--radius-sm); }
.priority-critical { background: #7c3aed; }
.priority-high { background: #00d4ff; color: #000; }
.priority-medium { background: #333; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Metrics</h1>
<div class="subtitle">North Star Dashboard</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Metrics</a>
<a href="#north-star">VRC</a>
<a href="#framework">Framework</a>
<a href="#roadmap">Roadmap</a>
</div>
<div class="main">
<div class="hero">
<h2>North Star Metric</h2>
<p>A single metric the entire organization can optimize towards: Verified Reality Coverage (VRC)</p>
</div>
<div class="north-star" id="north-star">
<h2>Verified Reality Coverage (VRC)</h2>
<div class="metric-value">12.5%</div>
<div class="metric-label">of observable reality represented with current, independently verified evidence</div>
<div class="targets">
<div class="target">
<div class="target-year">2026</div>
<div class="target-value">25%</div>
</div>
<div class="target">
<div class="target-year">2027</div>
<div class="target-value">50%</div>
</div>
<div class="target">
<div class="target-year">2028</div>
<div class="target-value">75%</div>
</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">5 Breakdown Dimensions</h2>
<div class="dimensions">
<div class="dimension">
<h3> Object Coverage</h3>
<div class="current">78%</div>
<div class="target">Target: 95%</div>
</div>
<div class="dimension">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg> Multi-source Verification</h3>
<div class="current">34%</div>
<div class="target">Target: 60%</div>
</div>
<div class="dimension">
<h3>⏱ Evidence Freshness</h3>
<div class="current">14.2d</div>
<div class="target">Target: 7d</div>
</div>
<div class="dimension">
<h3> Average Confidence</h3>
<div class="current">68</div>
<div class="target">Target: 80</div>
</div>
<div class="dimension">
<h3> Traceability</h3>
<div class="current">92%</div>
<div class="target">Target: 98%</div>
</div>
</div>
<div class="framework" id="framework">
<h2>Communication Framework</h2>
<p>Keep three types of claims separate in all external communication to avoid creating unrealistic expectations.</p>
<div class="categories">
<div class="category">
<div class="category-name"> Vision</div>
<div class="category-desc">What we aim to achieve long-term</div>
<div class="category-example">"LIFE aims to establish an open framework for Reality Intelligence."</div>
</div>
<div class="category">
<div class="category-name"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 14H14M4 14V8L8 4L12 8V14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 14V10H10V14" stroke="#666" stroke-width="1.5"/></svg> Architecture</div>
<div class="category-desc">How the system is designed</div>
<div class="category-example">"RIS defines objects, evidence, confidence, and interoperability."</div>
</div>
<div class="category">
<div class="category-name"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><circle cx="10" cy="10" r="9" stroke="#22c55e" stroke-width="2"/><path d="M6 10L9 13L14 7" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Validated Results</div>
<div class="category-desc">What we have actually demonstrated</div>
<div class="category-example">"In Pilot X, Y changes identified with Z% verification rate."</div>
</div>
</div>
</div>
<div class="roadmap" id="roadmap">
<h2>Development Roadmap</h2>
<div class="phase">
<div class="phase-header">
<div class="phase-name">P0 — Critical</div>
<div class="phase-priority priority-critical">NOW</div>
</div>
<div style="color: #aaa; font-size: 0.85rem;">
• LIFE Technical Specification v1.0 (Q3 2026)<br>
• RIVP Pilot 1 — Infrastructure (Q3-Q4 2026)
</div>
</div>
<div class="phase">
<div class="phase-header">
<div class="phase-name">P1 — High</div>
<div class="phase-priority priority-high">NEXT</div>
</div>
<div style="color: #aaa; font-size: 0.85rem;">
• Reference Implementation (Q4 2026)<br>
• RIS Public Specification (Q4 2026)
</div>
</div>
<div class="phase">
<div class="phase-header">
<div class="phase-name">P2 — Medium</div>
<div class="phase-priority priority-medium">LATER</div>
</div>
<div style="color: #aaa; font-size: 0.85rem;">
• Conformance Suite (Q1 2027)<br>
• Partner SDK (Q1 2027)
</div>
</div>
<div class="phase">
<div class="phase-header">
<div class="phase-name">P3 — Future</div>
<div class="phase-priority priority-medium">FUTURE</div>
</div>
<div style="color: #aaa; font-size: 0.85rem;">
• Marketplace & Certification (Q2 2027+)
</div>
</div>
</div>
</div>
</body>
</html>
@@ -0,0 +1,369 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Platform v4 - Reality Intelligence Platform</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.nav { background: #0a0a0a; border-bottom: 1px solid #333; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #666; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #00d4ff; border-bottom-color: #00d4ff; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.hero { text-align: center; padding: 60px 20px; background: linear-gradient(180deg, #0a0a0a 0%, #1a1a2e 100%); border-radius: var(--radius-lg); margin-bottom: 40px; }
.hero h2 { font-size: 2.5rem; margin-bottom: 16px; background: linear-gradient(90deg, #00d4ff, #7c3aed); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
.hero p { font-size: 1.1rem; color: #aaa; max-width: 800px; margin: 0 auto; }
.platform-stack { display: flex; flex-direction: column; gap: 16px; margin-bottom: 40px; }
.level { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; }
.level-header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 16px; }
.level-number { font-size: 0.75rem; color: #00d4ff; text-transform: uppercase; letter-spacing: 1px; }
.level h3 { font-size: 1.25rem; }
.level p { color: #888; font-size: 0.9rem; }
.components { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 12px; margin-top: 16px; }
.component { background: #1a1a1a; border-radius: var(--radius-md); padding: 12px; font-size: 0.85rem; }
.component-name { color: #fff; font-weight: 600; }
.component-desc { color: #666; font-size: 0.75rem; margin-top: 4px; }
.sdk-section { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; }
.sdk-section h2 { font-size: 1.5rem; margin-bottom: 16px; color: #00d4ff; }
.sdk-section p { color: #888; margin-bottom: 20px; }
.code-block { background: #1a1a1a; border-radius: var(--radius-md); padding: 20px; font-family: 'Monaco', monospace; font-size: 0.85rem; overflow-x: auto; }
.code-block .comment { color: #666; }
.code-block .keyword { color: #7c3aed; }
.code-block .string { color: #00d4ff; }
.object-model { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 40px; }
.object-model h2 { font-size: 1.5rem; margin-bottom: 16px; color: #7c3aed; }
.object-attrs { display: grid; grid-template-columns: repeat(auto-fill, minmax(250px, 1fr)); gap: 12px; margin-top: 16px; }
.attr { background: #1a1a1a; border-radius: var(--radius-md); padding: 16px; }
.attr-name { color: #00d4ff; font-weight: 600; }
.attr-desc { color: #888; font-size: 0.8rem; margin-top: 4px; }
.domains { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 12px; }
.domain { background: #1a1a2e; border: 1px solid #333; border-radius: var(--radius-md); padding: 16px; text-align: center; }
.domain:hover { border-color: #7c3aed; }
.domain-icon { font-size: 1.5rem; margin-bottom: 8px; }
.domain-name { font-size: 0.9rem; }
.domain-status { font-size: 0.75rem; color: #666; margin-top: 4px; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Platform v4</h1>
<div class="subtitle">Reality Intelligence Platform</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Plattform</a>
<a href="#stack">Stack</a>
<a href="#sdk">SDK</a>
<a href="#domains">Domäner</a>
</div>
<div class="main">
<div class="hero">
<h2>Reality Intelligence Platform</h2>
<p>En AI-drivn plattform för verklighetsintelligens som andra företag kan bygga ovanpå. Kombinerar geospatial information, tidsserier, visuella observationer och öppna datakällor till en spårbar evidensmodell.</p>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">4-Nivåers Plattformsarkitektur</h2>
<div class="platform-stack" id="stack">
<div class="level">
<div class="level-header">
<div>
<div class="level-number">Nivå 4</div>
<h3>Experience Layer</h3>
</div>
</div>
<p>Det användaren faktiskt möter. Utvecklas oberoende av kärnan.</p>
<div class="components">
<div class="component">
<div class="component-name">Web Dashboard</div>
<div class="component-desc">Interaktiv webbapplikation</div>
</div>
<div class="component">
<div class="component-name">Mobile Apps</div>
<div class="component-desc">iOS & Android</div>
</div>
<div class="component">
<div class="component-name">QUIXZOOM</div>
<div class="component-desc">Crowdsourcing-plattform</div>
</div>
<div class="component">
<div class="component-name">API</div>
<div class="component-desc">REST & GraphQL</div>
</div>
<div class="component">
<div class="component-name">GIS Viewer</div>
<div class="component-desc">Geospatial visualisering</div>
</div>
<div class="component">
<div class="component-name">AI Copilot</div>
<div class="component-desc">Konversationell AI</div>
</div>
<div class="component">
<div class="component-name">Alert Center</div>
<div class="component-desc">Notifikationshub</div>
</div>
<div class="component">
<div class="component-name">Workflow Automation</div>
<div class="component-desc">No-code automation</div>
</div>
</div>
</div>
<div class="level">
<div class="level-header">
<div>
<div class="level-number">Nivå 3</div>
<h3>Domain Modules</h3>
</div>
</div>
<p>Vertikala tillämpningar som alla använder samma kernel.</p>
<div class="components">
<div class="component">
<div class="component-name">Infrastructure Intelligence</div>
<div class="component-desc">Vägar, broar, byggnader</div>
</div>
<div class="component">
<div class="component-name">Aid Intelligence</div>
<div class="component-desc">Biståndsprojekt</div>
</div>
<div class="component">
<div class="component-name">Environmental Intelligence</div>
<div class="component-desc">Miljö och klimat</div>
</div>
<div class="component">
<div class="component-name">Insurance Intelligence</div>
<div class="component-desc">Riskbedömning</div>
</div>
<div class="component">
<div class="component-name">City Intelligence</div>
<div class="component-desc">Stadsutveckling</div>
</div>
<div class="component">
<div class="component-name">Agriculture Intelligence</div>
<div class="component-desc">Jordbruk</div>
</div>
</div>
</div>
<div class="level">
<div class="level-header">
<div>
<div class="level-number">Nivå 2</div>
<h3>Intelligence Runtime</h3>
</div>
</div>
<p>LIFE:s "kernel" - AI-operativsystemet.</p>
<div class="components">
<div class="component">
<div class="component-name">Acquisition Engine</div>
<div class="component-desc">Datainsamling</div>
</div>
<div class="component">
<div class="component-name">Normalization Engine</div>
<div class="component-desc">Standardisering</div>
</div>
<div class="component">
<div class="component-name">Evidence Engine</div>
<div class="component-desc">Evidenshantering</div>
</div>
<div class="component">
<div class="component-name">Context Engine</div>
<div class="component-desc">Kontextuell förståelse</div>
</div>
<div class="component">
<div class="component-name">Intelligence Engine</div>
<div class="component-desc">Analys och insikter</div>
</div>
<div class="component">
<div class="component-name">Prediction Engine</div>
<div class="component-desc">Prediktiv analys</div>
</div>
<div class="component">
<div class="component-name">Decision Engine</div>
<div class="component-desc">Rekommendationer</div>
</div>
<div class="component">
<div class="component-name">Learning Engine</div>
<div class="component-desc">Självförbättring</div>
</div>
</div>
</div>
<div class="level">
<div class="level-header">
<div>
<div class="level-number">Nivå 1</div>
<h3>Foundation</h3>
</div>
</div>
<p>Teknisk kärna - abstraherad från alla vertikaler.</p>
<div class="components">
<div class="component">
<div class="component-name">Identity & Access</div>
<div class="component-desc">Autentisering</div>
</div>
<div class="component">
<div class="component-name">Event Bus</div>
<div class="component-desc">Asynkron kommunikation</div>
</div>
<div class="component">
<div class="component-name">Knowledge Graph DB</div>
<div class="component-desc">Grafbaserad lagring</div>
</div>
<div class="component">
<div class="component-name">Vector Database</div>
<div class="component-desc">Semantisk sökning</div>
</div>
<div class="component">
<div class="component-name">Time Series DB</div>
<div class="component-desc">Temporal data</div>
</div>
<div class="component">
<div class="component-name">Model Registry</div>
<div class="component-desc">AI-modellhantering</div>
</div>
</div>
</div>
</div>
<div class="sdk-section" id="sdk">
<h2>LIFE SDK</h2>
<p>Bygg egna moduler ovanpå LIFE-plattformen. Externa utvecklare och partners kan skapa egna vertikaler utan att bygga hela infrastrukturen.</p>
<div class="code-block">
<span class="comment"># Exempel: Bygg en custom modul</span>
<span class="keyword">from</span> life <span class="keyword">import</span> Client, Module
<span class="comment"># Initiera LIFE-klient</span>
client = Client(api_key=<span class="string">"your-key"</span>)
<span class="comment"># Definiera modul</span>
<span class="keyword">class</span> <span class="string">MyModule</span>(Module):
<span class="keyword">def</span> <span class="string">analyze</span>(self, project_id):
<span class="comment"># Använd LIFE:s Intelligence Runtime</span>
evidence = client.get_evidence(project_id)
insights = client.generate_insights(evidence)
<span class="keyword">return</span> insights
<span class="comment"># Deploya modulen</span>
module = MyModule()
client.deploy(module)
</div>
<p style="margin-top: 20px; color: #888;">SDK:er tillgängliga för: Python, JavaScript, Java, Go, Rust</p>
</div>
<div class="object-model">
<h2>LIFE Object Model</h2>
<p>En enhetlig objektsmodell där allt representeras med samma grundstruktur. En väg, en bro, ett sjukhus, ett biståndsprojekt eller ett träd är olika instanser av samma modell.</p>
<div class="object-attrs">
<div class="attr">
<div class="attr-name">Identity</div>
<div class="attr-desc">UUID, typ, namn, externa ID</div>
</div>
<div class="attr">
<div class="attr-name">Geometry</div>
<div class="attr-desc">Punkt, polygon, bounding box</div>
</div>
<div class="attr">
<div class="attr-name">Time</div>
<div class="attr-desc">Skapad, uppdaterad, giltighet</div>
</div>
<div class="attr">
<div class="attr-name">Evidence</div>
<div class="attr-desc">Observationer, källor, konfidens</div>
</div>
<div class="attr">
<div class="attr-name">State</div>
<div class="attr-desc">Status, framsteg, hälsa</div>
</div>
<div class="attr">
<div class="attr-name">Relationships</div>
<div class="attr-desc">Förälder, barn, relaterade</div>
</div>
<div class="attr">
<div class="attr-name">History</div>
<div class="attr-desc">Händelser, versioner, snapshots</div>
</div>
<div class="attr">
<div class="attr-name">Predictions</div>
<div class="attr-desc">Prognoser, scenarier, risker</div>
</div>
<div class="attr">
<div class="attr-name">Actions</div>
<div class="attr-desc">Rekommenderade, tillgängliga</div>
</div>
</div>
</div>
<h2 style="margin-bottom: 20px;">10+ Domäner</h2>
<p style="color: #888; margin-bottom: 20px;">LIFE är en generell plattform. Bistånd är en tillämpning, inte identitet.</p>
<div class="domains" id="domains">
<div class="domain">
<div class="domain-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 14H14M4 14V8L8 4L12 8V14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 14V10H10V14" stroke="#666" stroke-width="1.5"/></svg></div>
<div class="domain-name">Infrastructure</div>
<div class="domain-status">Tillgänglig</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">Aid</div>
<div class="domain-status">Tillgänglig</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">Environmental</div>
<div class="domain-status">Beta</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">Insurance</div>
<div class="domain-status">Utveckling</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">City</div>
<div class="domain-status">Beta</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">Agriculture</div>
<div class="domain-status">Beta</div>
</div>
<div class="domain">
<div class="domain-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg></div>
<div class="domain-name">Energy</div>
<div class="domain-status">Utveckling</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">Supply Chain</div>
<div class="domain-status">Utveckling</div>
</div>
<div class="domain">
<div class="domain-icon"></div>
<div class="domain-name">Security</div>
<div class="domain-status">Utveckling</div>
</div>
<div class="domain">
<div class="domain-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg></div>
<div class="domain-name">Property</div>
<div class="domain-status">Utveckling</div>
</div>
</div>
</div>
</body>
</html>
@@ -0,0 +1,216 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE — Reality Intelligence Platform</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
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<body>
<div class="header">
<div>
<h1>LIFE</h1>
<div class="subtitle">Reality Intelligence Platform</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Product</a>
<a href="#vision">Vision</a>
<a href="#components">Components</a>
<a href="#ecosystem">Ecosystem</a>
</div>
<div class="main">
<div class="hero">
<h2>Reality Intelligence Platform</h2>
<p>Landvex develops LIFE, a Reality Intelligence Platform and reference implementation of the Reality Intelligence Standard (RIS). Through a unified information model, traceable evidence, and explainable analysis, LIFE enables organizations to collect, verify, share, and use observations from the physical world in a consistent and interoperable way across domains.</p>
<div class="tagline">From observable signals to traceable evidence, explainable analysis, and decision support.</div>
</div>
<div class="vision" id="vision">
<h2>Vision</h2>
<p>LIFE aims to establish an open framework and common standards for Reality Intelligence, similar to how open standards have enabled interoperability in other technology areas. By combining geospatial data, field observations, open data sources, and AI, LIFE transforms observable signals from the physical world into traceable evidence.</p>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">Evolution</h2>
<div class="evolution">
<div class="evo">
<div class="evo-version">v1</div>
<div class="evo-name">Aid Intelligence</div>
</div>
<div class="evo">
<div class="evo-version">v2</div>
<div class="evo-name">Multi-signal</div>
</div>
<div class="evo">
<div class="evo-version">v3</div>
<div class="evo-name">Core Architecture</div>
</div>
<div class="evo">
<div class="evo-version">v4</div>
<div class="evo-name">Platform</div>
</div>
<div class="evo">
<div class="evo-version">v5</div>
<div class="evo-name">Enterprise</div>
</div>
<div class="evo">
<div class="evo-version">v6</div>
<div class="evo-name">Standard</div>
</div>
<div class="evo">
<div class="evo-version">v7</div>
<div class="evo-name">Ecosystem</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">Key Components</h2>
<div class="components" id="components">
<div class="component">
<h3> Reality Intelligence</h3>
<p>Analyzes the physical world, not just text and documents</p>
<ul class="component-items">
<li>Geospatial data fusion</li>
<li>Field observations</li>
<li>Visual data analysis</li>
<li>Time-series monitoring</li>
</ul>
</div>
<div class="component">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H10M6 8H10M6 11H8" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Evidence Before Opinion</h3>
<p>Starts with observations, not conclusions</p>
<ul class="component-items">
<li>Traceable evidence chains</li>
<li>Source attribution</li>
<li>Confidence scoring</li>
<li>Contradiction detection</li>
</ul>
</div>
<div class="component">
<h3> Multi-source Fusion</h3>
<p>Combines satellite, field, open data, and AI</p>
<ul class="component-items">
<li>Satellite imagery (Sentinel-2, etc.)</li>
<li>QUIXZOOM crowdsourcing</li>
<li>IoT sensors</li>
<li>Official reports</li>
</ul>
</div>
<div class="component">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg> Explainability</h3>
<p>Every insight is explainable and auditable</p>
<ul class="component-items">
<li>Decision lineage</li>
<li>Confidence breakdown</li>
<li>Source transparency</li>
<li>Hypothesis tracking</li>
</ul>
</div>
<div class="component">
<h3> Open Standards (RIS)</h3>
<p>Six open standards for Reality Intelligence</p>
<ul class="component-items">
<li>RIS-001: Reality Object Standard</li>
<li>RIS-002: Evidence Standard</li>
<li>RIS-003: Confidence Standard</li>
<li>RIS-004: Reality Exchange Protocol</li>
<li>RIS-005: Decision Standard</li>
<li>RIS-006: Learning Standard</li>
</ul>
</div>
<div class="component">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2L10 8L14 9L8 14L6 8L2 7L8 2Z" fill="#666"/></svg> Reference Implementation</h3>
<p>Open source implementation of RIS</p>
<ul class="component-items">
<li>LIFE Server (Python/FastAPI)</li>
<li>LIFE Client (React/TypeScript)</li>
<li>SDK: Python, JS, Java, Go, Rust</li>
<li>Example data and APIs</li>
</ul>
</div>
</div>
<div class="separation" id="ecosystem">
<h2>Strategic Separation</h2>
<p>Three distinct layers, common in successful ecosystems: the standard can be open, while the reference implementation and commercial extensions continue to be developed by the company.</p>
<div class="entities">
<div class="entity">
<div class="entity-name">RIS</div>
<div class="entity-type">Open Standard</div>
<div class="entity-desc">The open specification. Community-governed. CC BY 4.0. Free to use.</div>
</div>
<div class="entity">
<div class="entity-name">LIFE</div>
<div class="entity-type">Reference Implementation</div>
<div class="entity-desc">Reference implementation of the standard. Open source. Apache 2.0. Free to use.</div>
</div>
<div class="entity">
<div class="entity-name">Landvex</div>
<div class="entity-type">Commercial Company</div>
<div class="entity-desc">The company that develops and commercializes LIFE. Proprietary services. Paid offerings.</div>
</div>
</div>
</div>
<div class="cta">
<h2>Build on LIFE</h2>
<p>Join the Reality Intelligence ecosystem. Build custom modules, integrate your data, or deploy your own LIFE instance.</p>
<a href="https://docs.life.ai" class="cta-button">Get Started →</a>
</div>
</div>
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<meta charset="UTF-8">
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<title>LIFE Standard v6 - Reality Intelligence Standard</title>
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.evo-name { font-size: 0.8rem; color: #aaa; }
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</head>
<body>
<div class="header">
<div>
<h1>LIFE Standard v6</h1>
<div class="subtitle">Reality Intelligence Standard</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Standard</a>
<a href="#standards">RIS</a>
<a href="#ontology">Ontologi</a>
</div>
<div class="main">
<div class="hero">
<h2>Reality Intelligence Standard</h2>
<p>LIFE är inte bara programvara. Det definierar HUR verklighetsintelligens representeras, valideras, utbyts och används — oberoende av tillämpning.</p>
</div>
<div class="product-def">
<h2>Produktdefinition v6</h2>
<p>"LIFE är ett AI-drivet operativsystem och en öppen standard för Reality Intelligence. Genom att förena en gemensam informationsmodell, spårbar evidens, förklarbara analyser och kontinuerligt lärande gör LIFE det möjligt att beskriva, förstå och följa förändringar i den fysiska världen på ett konsekvent sätt över olika domäner och organisationer."</p>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">Evolution av LIFE</h2>
<div class="evolution">
<div class="evo">
<div class="evo-version">v1</div>
<div class="evo-name">Aid Intelligence</div>
</div>
<div class="evo">
<div class="evo-version">v2</div>
<div class="evo-name">Multi-signal</div>
</div>
<div class="evo">
<div class="evo-version">v3</div>
<div class="evo-name">Core Architecture</div>
</div>
<div class="evo">
<div class="evo-version">v4</div>
<div class="evo-name">Platform</div>
</div>
<div class="evo">
<div class="evo-version">v5</div>
<div class="evo-name">Enterprise</div>
</div>
<div class="evo">
<div class="evo-version">v6</div>
<div class="evo-name">Standard</div>
</div>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">6 Öppna Standarder (RIS)</h2>
<div class="standards" id="standards">
<div class="standard">
<div class="standard-id">RIS-001</div>
<h3>Reality Object Standard</h3>
<p>En gemensam objektsmodell för allt i den fysiska världen</p>
<ul class="standard-attrs">
<li>Identity (UUID, typ, namn)</li>
<li>Geometry (punkt, polygon, polyline)</li>
<li>Time (skapad, uppdaterad, giltighet)</li>
<li>State (status, framsteg, hälsa)</li>
<li>Evidence (observationer, källor)</li>
<li>Confidence (sammansatt säkerhet)</li>
<li>Relationships (kopplingar till andra)</li>
<li>History (händelser, versioner)</li>
<li>Predictions (framtida prognoser)</li>
<li>Actions (rekommenderade åtgärder)</li>
</ul>
</div>
<div class="standard">
<div class="standard-id">RIS-002</div>
<h3>Evidence Standard</h3>
<p>All evidens representeras likadant oavsett källa</p>
<ul class="standard-attrs">
<li>Källa (satellit, fält, rapport)</li>
<li>Tidsstämpel</li>
<li>Geografisk position</li>
<li>Metod (hur observationen gjordes)</li>
<li>Kvalitet (0-100)</li>
<li>Osäkerhet (spatial, temporal)</li>
<li>Valideringsstatus</li>
<li>Revisionshistorik</li>
</ul>
</div>
<div class="standard">
<div class="standard-id">RIS-003</div>
<h3>Confidence Standard</h3>
<p>Alla modeller använder samma definition av säkerhet</p>
<ul class="standard-attrs">
<li>Data Confidence (tillförlitlighet)</li>
<li>Source Confidence (källkvalitet)</li>
<li>AI Confidence (modellträffsäkerhet)</li>
<li>Human Verification (mänsklig granskning)</li>
<li>Temporal Confidence (tidsrelevans)</li>
<li>Composite Confidence (sammansatt)</li>
</ul>
</div>
<div class="standard">
<div class="standard-id">RIS-004</div>
<h3>Reality Exchange Protocol</h3>
<p>Öppet format för utbyte mellan system</p>
<ul class="standard-attrs">
<li>/objects — Fysiska objekt</li>
<li>/observations — Observationer</li>
<li>/evidence — Evidens</li>
<li>/relationships — Relationer</li>
<li>/events — Händelser</li>
<li>/hypotheses — Hypoteser</li>
<li>/predictions — Prognoser</li>
<li>/actions — Åtgärder</li>
</ul>
</div>
<div class="standard">
<div class="standard-id">RIS-005</div>
<h3>Decision Standard</h3>
<p>Alla rekommendationer följer samma struktur</p>
<ul class="standard-attrs">
<li>Observation → vad observerats?</li>
<li>Evidence → vad stöder det?</li>
<li>Confidence → hur säker är bedömningen?</li>
<li>Hypothesis → vad förklarar det?</li>
<li>Recommended Action → vad bör göras?</li>
<li>Expected Outcome → vad förväntas?</li>
<li>Verification Plan → hur verifieras det?</li>
</ul>
</div>
<div class="standard">
<div class="standard-id">RIS-006</div>
<h3>Learning Standard</h3>
<p>AI-modeller utvärderas mot verkliga utfall</p>
<ul class="standard-attrs">
<li>Prediction Accuracy (hur ofta korrekt?)</li>
<li>Hypothesis Validation (vilka stämde?)</li>
<li>Signal Informativeness (vilka bidrog mest?)</li>
<li>Temporal Improvement (förbättring över tid)</li>
<li>Feedback Loops (verkliga utfall matas tillbaka)</li>
</ul>
</div>
</div>
<div class="ontology" id="ontology">
<h2>Gemensam Ontologi</h2>
<p>Tre nivåer för att balansera generell kärna med domänspecifika och kundspecifika begrepp.</p>
<div class="ontology-levels">
<div class="level">
<div class="level-name">Core Ontology</div>
<div class="level-desc">Universella begrepp — FROZEN</div>
<div class="level-concepts">Object, Observation, Evidence, Relation, Event, Hypothesis, Prediction, Action, Confidence, Time, Space, Agent</div>
</div>
<div class="level">
<div class="level-name">Domain Ontologies</div>
<div class="level-desc">Domänspecifika — STABLE</div>
<div class="level-concepts">Infrastructure: Road, Bridge, Building<br>Aid: Project, Beneficiary, Milestone<br>Insurance: Policy, Claim, RiskFactor<br>Environment: Ecosystem, PollutionLevel</div>
</div>
<div class="level">
<div class="level-name">Customer Extensions</div>
<div class="level-desc">Kundspecifika — FLEXIBLE</div>
<div class="level-concepts">Municipality: SnowRemovalRoute<br>Company: CustomAssetType<br>Any customer-defined concept</div>
</div>
</div>
</div>
</div>
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<!DOCTYPE html>
<html lang="en">
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<title>Landvex LIFE v2 - Operativ Intelligensmotor</title>
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.component-card p { font-size: 0.85rem; color: #aaa; margin-bottom: 8px; }
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.section { background: #111; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; border: 1px solid #333; }
.section h2 { font-size: 1.1rem; margin-bottom: 16px; color: #fff; }
.hypothesis-card { background: #1a1a1a; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; border-left: 3px solid #00d4ff; }
.hypothesis-card h4 { font-size: 0.95rem; margin-bottom: 8px; color: #fff; }
.hypothesis-card p { font-size: 0.85rem; color: #aaa; }
.hypothesis-card .confidence { font-size: 0.8rem; color: #00d4ff; margin-top: 8px; }
.dna-bar { background: #1a1a1a; border-radius: var(--radius-sm); height: 24px; overflow: hidden; margin-top: 8px; display: flex; }
.dna-bar .segment { height: 100%; display: flex; align-items: center; justify-content: center; font-size: 0.7rem; color: #fff; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>Landvex LIFE v2</h1>
<div class="subtitle">Operativ Intelligensmotor - 7 Kärnkomponenter</div>
</div>
<div style="text-align: right;">
<div style="font-size: 0.8rem; color: #666;">Komponenter</div>
<div style="font-size: 1.5rem; font-weight: 700;">7/7</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Dashboard</a>
<a href="#components">Komponenter</a>
<a href="#hypotheses">Hypoteser</a>
<a href="#dna">Reality DNA</a>
</div>
<div class="main">
<div class="philosophy">
<h2>Evidence Before Opinion</h2>
<p>Systemet börjar aldrig med en slutsats och letar stöd för den. Istället bygger varje analys från observerbara signaler uppåt.</p>
<div class="process">
<div class="process-step">
<div class="number">1</div>
<div class="name">Gather Facts</div>
<div class="desc">Samla observerbara signaler</div>
</div>
<div class="process-step">
<div class="number">2</div>
<div class="name">Weigh Sources</div>
<div class="desc">Värdera oberoende källor</div>
</div>
<div class="process-step">
<div class="number">3</div>
<div class="name">Identify Patterns</div>
<div class="desc">Identifiera mönster</div>
</div>
<div class="process-step">
<div class="number">4</div>
<div class="name">Generate Hypotheses</div>
<div class="desc">Formulera hypoteser</div>
</div>
</div>
</div>
<div class="stats-grid">
<div class="stat-card">
<h3>Evidence Graph Noder</h3>
<div class="value">125K</div>
<div class="change positive">+450K edges</div>
</div>
<div class="stat-card">
<h3>Tracked Observations</h3>
<div class="value">45K</div>
<div class="change positive">Med full lineage</div>
</div>
<div class="stat-card">
<h3>Contradictions</h3>
<div class="value">1,247</div>
<div class="change positive">AI-träningsdata</div>
</div>
<div class="stat-card">
<h3>Hypoteser</h3>
<div class="value">3,400</div>
<div class="change positive">Rangordnade</div>
</div>
<div class="stat-card">
<h3>Reality DNA Profiler</h3>
<div class="value">1,250</div>
<div class="change">Projekt profilerade</div>
</div>
<div class="stat-card">
<h3>Memory Storage</h3>
<div class="value">2.4 TB</div>
<div class="change">Permanent</div>
</div>
</div>
<div class="component-grid" id="components">
<div class="component-card">
<h3> Evidence Graph (EG)</h3>
<p>Hierarkisk graf där varje observation är en spårbar nod</p>
<p style="font-size: 0.8rem; color: #666;">Observation → Object → Project → Programme → Organisation → Region → Country</p>
<div class="stats">125,000 noder | 450,000 edges</div>
</div>
<div class="component-card">
<h3> Evidence Lineage</h3>
<p>Komplett ursprung för varje datapunkt</p>
<p style="font-size: 0.8rem; color: #666;">Source → Collected → Validated → Cross-validated → AI confidence → Human verification</p>
<div class="stats">45,000 observationer spårade</div>
</div>
<div class="component-card">
<h3>⏰ Temporal Reality Engine</h3>
<p>Tidsmaskin för att se hur verkligheten förändras</p>
<p style="font-size: 0.8rem; color: #666;">Vad såg området ut för 6 månader sedan? Vad har förändrats? Hur snabbt?</p>
<div class="stats">3 års historik | 8,900 förändringar</div>
</div>
<div class="component-card">
<h3><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> Contradiction Knowledge Base</h4>
<p>Alla avvikelser lagras för AI-träning</p>
<p style="font-size: 0.8rem; color: #666;">Efter några år: hundratusentals verkliga exempel</p>
<div class="stats">1,247 avvikelser | 6 kategorier</div>
</div>
<div class="component-card">
<h3> Reality DNA</h3>
<p>Projektets fingeravtryck för benchmarking</p>
<p style="font-size: 0.8rem; color: #666;">9 dimensioner: Activity, Maintenance, Infrastructure, Community Usage, Traffic, Economic Activity, Environmental Status, Safety, Operational Continuity</p>
<div class="stats">1,250 profiler | Jämförbara</div>
</div>
<div class="component-card">
<h3> Reality Memory</h3>
<p>LIFE kastar aldrig bort något</p>
<p style="font-size: 0.8rem; color: #666;">Varje observation, AI-bedömning och förändring sparas permanent</p>
<div class="stats">2.4 TB | Full reproducerbarhet</div>
</div>
<div class="component-card">
<h3> Reality Hypothesis Engine</h3>
<p>Inte "Det här är orsaken" utan "Här är möjliga förklaringar..."</p>
<p style="font-size: 0.8rem; color: #666;">Rangordnade efter hur väl de stöds av observerbara data</p>
<div class="stats">3,400 hypoteser | Med osäkerhetsintervall</div>
</div>
</div>
<div class="section" id="hypotheses">
<h2>Reality Hypothesis Engine - Exempel</h2>
<p style="color: #666; margin-bottom: 16px;">Observerat fenomen: Construction progress slower than reported (85% observed vs 95% reported)</p>
<div class="hypothesis-card">
<h4>#1 Interior work behind schedule while exterior nearly complete</h4>
<p>Field observations show exterior walls and roof complete. Windows visible but interior not accessible. Satellite cannot detect interior progress.</p>
<div class="confidence">Confidence: 78% | Support: Strong | Action: Request interior photos</div>
</div>
<div class="hypothesis-card">
<h4>#2 Flooding in June caused 2-week delay</h4>
<p>Satellite shows flooding June 15. Weather data confirms 120% average rainfall. Field observations show reduced activity June 15-30.</p>
<div class="confidence">Confidence: 72% | Support: Moderate | Action: Verify revised timeline</div>
</div>
<div class="hypothesis-card">
<h4>#3 Material supply disruption affected interior work</h4>
<p>Procurement data shows delayed deliveries. Some materials visible on site but not installed.</p>
<div class="confidence">Confidence: 55% | Support: Weak | Action: Check supplier records</div>
</div>
<div class="hypothesis-card" style="border-left-color: #666;">
<h4>#4 Reporting methodology differs from observation methodology</h4>
<p>Official report may count 'started' as 'complete'. Different measurement standards possible.</p>
<div class="confidence">Confidence: 45% | Support: Speculative | Action: Review reporting methodology</div>
</div>
</div>
<div class="section" id="dna">
<h2>Reality DNA - Projektets Fingeravtryck</h2>
<p style="color: #666; margin-bottom: 16px;">9-dimensionell profil som kan jämföras med liknande projekt</p>
<div style="margin-bottom: 20px;">
<div style="display: flex; justify-content: space-between; margin-bottom: 8px;">
<span>Activity</span>
<span style="color: #00d4ff;">78%</span>
</div>
<div class="dna-bar">
<div class="segment" style="width: 78%; background: #00d4ff;">78%</div>
</div>
</div>
<div style="margin-bottom: 20px;">
<div style="display: flex; justify-content: space-between; margin-bottom: 8px;">
<span>Infrastructure</span>
<span style="color: #00d4ff;">82%</span>
</div>
<div class="dna-bar">
<div class="segment" style="width: 82%; background: #00d4ff;">82%</div>
</div>
</div>
<div style="margin-bottom: 20px;">
<div style="display: flex; justify-content: space-between; margin-bottom: 8px;">
<span>Safety</span>
<span style="color: #00d4ff;">80%</span>
</div>
<div class="dna-bar">
<div class="segment" style="width: 80%; background: #00d4ff;">80%</div>
</div>
</div>
<div style="margin-bottom: 20px;">
<div style="display: flex; justify-content: space-between; margin-bottom: 8px;">
<span>Community Usage</span>
<span style="color: #fbbf24;">70%</span>
</div>
<div class="dna-bar">
<div class="segment" style="width: 70%; background: #fbbf24;">70%</div>
</div>
</div>
<div style="margin-bottom: 20px;">
<div style="display: flex; justify-content: space-between; margin-bottom: 8px;">
<span>Maintenance</span>
<span style="color: #fbbf24;">65%</span>
</div>
<div class="dna-bar">
<div class="segment" style="width: 65%; background: #fbbf24;">65%</div>
</div>
</div>
</div>
</div>
</body>
</html>
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Validation - Reality Intelligence Validation Program</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
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.phase h3 { font-size: 1.1rem; margin-bottom: 12px; }
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.spec-num { color: #00d4ff; font-size: 0.75rem; }
.spec-title { color: #fff; font-size: 0.85rem; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Validation</h1>
<div class="subtitle">Reality Intelligence Validation Program</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #666;">← Admin</a>
<a href="#" class="active">Validation</a>
<a href="#phases">Faser</a>
<a href="#metrics">KPI:er</a>
</div>
<div class="main">
<div class="hero">
<h2>Reality Intelligence Validation Program</h2>
<p>Många tekniska projekt fortsätter bygga lager utan att validera dem. RIVP säkerställer att varje fas bevisar verkligt värde innan vidare utveckling.</p>
</div>
<h2 style="margin-bottom: 20px; color: #00d4ff;">4 Faser</h2>
<div class="phases" id="phases">
<div class="phase">
<div class="phase-number">Fas 1</div>
<h3> Infrastruktur</h3>
<p>6 månader — Vägar, broar, arbeten</p>
<ul class="phase-objs">
<li>Hitta vägskador (>80% precision)</li>
<li>Följa vägarbeten (±10%)</li>
<li>Upptäcka förändringar (<48h)</li>
<li>Verifiera reparationer (>90%)</li>
</ul>
</div>
<div class="phase">
<div class="phase-number">Fas 2</div>
<h3> Kommun</h3>
<p>6 månader — Parker, belysning, skyltning</p>
<ul class="phase-objs">
<li>Följa parker (veckovis)</li>
<li>Gatubelysning (>95% täckning)</li>
<li>Skyltning (±5% inventering)</li>
<li>Avfall (90% illegala platser)</li>
<li>Vinterunderhåll (<4h)</li>
</ul>
</div>
<div class="phase">
<div class="phase-number">Fas 3</div>
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Fastigheter</h3>
<p>6 månader — Byggnader, skador, underhåll</p>
<ul class="phase-objs">
<li>Följa byggnader (månadsvis)</li>
<li>Upptäcka skador (>75% precision)</li>
<li>Följa underhåll (100% spårbarhet)</li>
<li>Analysera risk (±1 nivå)</li>
</ul>
</div>
<div class="phase">
<div class="phase-number">Fas 4</div>
<h3> Bistånd</h3>
<p>12 månader — Projekt, observationer, verifiering</p>
<ul class="phase-objs">
<li>Följa projekt över tid (±15%)</li>
<li>Samla oberoende observationer (>50%)</li>
<li>Kombinera flera källor (>3/objekt)</li>
<li>Identifiera verifieringsbehov (>80%)</li>
</ul>
</div>
</div>
<div class="metrics" id="metrics">
<h2>6 Dimensioner för Framgång</h2>
<p>Fokus på faktisk användning, inte antal moduler.</p>
<div class="metric-dims">
<div class="dim">
<div class="dim-name"> Datatäckning</div>
<div class="dim-desc">Andel objekt med aktuell data</div>
<div class="dim-kpis">Object Coverage >95%<br>Geographic Coverage >90%</div>
</div>
<div class="dim">
<div class="dim-name">⏱ Aktualitet</div>
<div class="dim-desc">Tid från förändring till observation</div>
<div class="dim-kpis">Detection Time <48h<br>Alert Latency <1h</div>
</div>
<div class="dim">
<div class="dim-name"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg> Evidenskvalitet</div>
<div class="dim-desc">Konfidens och verifiering</div>
<div class="dim-kpis">Avg Confidence >75<br>Verification Rate >30%</div>
</div>
<div class="dim">
<div class="dim-name"> Analyskvalitet</div>
<div class="dim-desc">Användbarhet och korrekthet</div>
<div class="dim-kpis">User Satisfaction >80%<br>Decision Adoption >60%</div>
</div>
<div class="dim">
<div class="dim-name"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 12L6 8L9 11L14 5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/><path d="M10 5H14V9" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Adoption</div>
<div class="dim-desc">Externa implementationer</div>
<div class="dim-kpis">External Impl >10<br>Partner Integrations >20</div>
</div>
<div class="dim">
<div class="dim-name"> Interoperabilitet</div>
<div class="dim-desc">System som utbyter data</div>
<div class="dim-kpis">RIS Compatible >15<br>Data Exchange >1TB/mån</div>
</div>
</div>
</div>
<div class="spec">
<h2>Teknisk Specifikation (Nästa Leverans)</h2>
<p>Efter validering: RFC/ISO-liknande standard som blir referens för utvecklare, partners och kunder.</p>
<div class="spec-sections">
<div class="spec-section">
<div class="spec-num">1</div>
<div class="spec-title">Executive Summary</div>
</div>
<div class="spec-section">
<div class="spec-num">2</div>
<div class="spec-title">Vision and Principles</div>
</div>
<div class="spec-section">
<div class="spec-num">3</div>
<div class="spec-title">Architecture</div>
</div>
<div class="spec-section">
<div class="spec-num">4</div>
<div class="spec-title">Ontology</div>
</div>
<div class="spec-section">
<div class="spec-num">5</div>
<div class="spec-title">RIS Specifications</div>
</div>
<div class="spec-section">
<div class="spec-num">6</div>
<div class="spec-title">Object Model</div>
</div>
<div class="spec-section">
<div class="spec-num">7</div>
<div class="spec-title">Evidence Model</div>
</div>
<div class="spec-section">
<div class="spec-num">8</div>
<div class="spec-title">API Contracts</div>
</div>
<div class="spec-section">
<div class="spec-num">9</div>
<div class="spec-title">Security Model</div>
</div>
<div class="spec-section">
<div class="spec-num">10</div>
<div class="spec-title">Versioning Strategy</div>
</div>
<div class="spec-section">
<div class="spec-num">11</div>
<div class="spec-title">Governance</div>
</div>
<div class="spec-section">
<div class="spec-num">12</div>
<div class="spec-title">Reference Implementation</div>
</div>
<div class="spec-section">
<div class="spec-num">13</div>
<div class="spec-title">Conformance Requirements</div>
</div>
<div class="spec-section">
<div class="spec-num">14</div>
<div class="spec-title">Examples and Test Cases</div>
</div>
</div>
</div>
</div>
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Weather Intelligence</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.metrics { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 32px; }
.metric { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; }
.metric-value { font-size: 2.5rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.85rem; color: #888; margin-top: 4px; }
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.section h2 { font-size: 1.2rem; margin-bottom: 16px; color: #00d4ff; }
table { width: 100%; border-collapse: collapse; }
th { text-align: left; padding: 12px; color: #888; font-size: 0.8rem; }
td { padding: 12px; border-top: 1px solid #222; font-size: 0.9rem; }
.status { display: inline-block; padding: 4px 8px; border-radius: var(--radius-sm); font-size: 0.75rem; }
.status-normal { background: #1a3a1a; color: #4ade80; }
.status-warning { background: #3a3a1a; color: #facc15; }
.status-critical { background: #3a1a1a; color: #f87171; }
</style>
</head>
<body>
<div class="header">
<h1>LIFE Weather Intelligence</h1>
</div>
<div class="main">
<div class="metrics">
<div class="metric">
<div class="metric-value" id="total-roads"></div>
<div class="metric-label">Roads Monitored</div>
</div>
<div class="metric">
<div class="metric-value" id="active-risks"></div>
<div class="metric-label">Active Risks</div>
</div>
<div class="metric">
<div class="metric-value" id="active-events"></div>
<div class="metric-label">Active Events</div>
</div>
<div class="metric">
<div class="metric-value" id="missions-waiting"></div>
<div class="metric-label">Missions Waiting</div>
</div>
<div class="metric">
<div class="metric-value" id="reality-latency"></div>
<div class="metric-label">Reality Latency (min)</div>
</div>
</div>
<div class="section">
<h2>Latest Weather</h2>
<table>
<thead>
<tr>
<th>Road</th>
<th>Temperature</th>
<th>Precipitation</th>
<th>Wind</th>
<th>Risk</th>
</tr>
</thead>
<tbody id="weather-table">
<tr><td colspan="5" style="text-align:center;color:#666;">Loading...</td></tr>
</tbody>
</table>
</div>
<div class="section">
<h2>Reality DNA</h2>
<table>
<thead>
<tr>
<th>Road ID</th>
<th>Type</th>
<th>Observations</th>
<th>Last Update</th>
<th>Status</th>
</tr>
</thead>
<tbody id="dna-table">
<tr><td colspan="5" style="text-align:center;color:#666;">Loading...</td></tr>
</tbody>
</table>
</div>
</div>
<script>
// Simulera data för nu
const roads = [
{ id: 1, name: "E4", type: "motorway", temp: 22, precip: 3.1, wind: 5.0, risk: "normal" },
{ id: 2, name: "E6", type: "motorway", temp: 21, precip: 2.5, wind: 4.5, risk: "normal" },
{ id: 3, name: "E18", type: "motorway", temp: 20, precip: 1.0, wind: 3.0, risk: "normal" },
];
function updateDashboard() {
document.getElementById('total-roads').textContent = '181';
document.getElementById('active-risks').textContent = '0';
document.getElementById('active-events').textContent = '0';
document.getElementById('missions-waiting').textContent = '0';
document.getElementById('reality-latency').textContent = '60';
const tbody = document.getElementById('weather-table');
tbody.innerHTML = roads.map(r => `
<tr>
<td>${r.name}</td>
<td>${r.temp}°C</td>
<td>${r.precip}mm</td>
<td>${r.wind} m/s</td>
<td><span class="status status-${r.risk}">${r.risk.toUpperCase()}</span></td>
</tr>
`).join('');
const dnaBody = document.getElementById('dna-table');
dnaBody.innerHTML = roads.map(r => `
<tr>
<td>${r.id}</td>
<td>${r.type}</td>
<td>3</td>
<td>2026-07-04 15:32</td>
<td><span class="status status-normal">NORMAL</span></td>
</tr>
`).join('');
}
updateDashboard();
</script>
</body>
</html>
@@ -0,0 +1,288 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Landvex Intelligence Fusion Engine (LIFE)</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #0f172a; color: #e2e8f0; line-height: 1.6; }
.header { background: #1e293b; border-bottom: 1px solid #334155; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; color: #f8fafc; }
.header .subtitle { color: #94a3b8; font-size: 0.85rem; }
.nav { background: #1e293b; border-bottom: 1px solid #334155; padding: 0 40px; display: flex; gap: 4px; }
.nav a { color: #94a3b8; text-decoration: none; padding: 12px 20px; font-size: 0.85rem; transition: all 0.2s; border-bottom: 2px solid transparent; }
.nav a:hover, .nav a.active { color: #38bdf8; border-bottom-color: #38bdf8; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.philosophy { background: #1e293b; border-radius: var(--radius-md); padding: 32px; margin-bottom: 32px; border-left: 4px solid #38bdf8; }
.philosophy h2 { font-size: 1.25rem; margin-bottom: 16px; color: #f8fafc; }
.philosophy p { color: #cbd5e1; margin-bottom: 12px; }
.philosophy .process { display: grid; grid-template-columns: repeat(4, 1fr); gap: 16px; margin-top: 20px; }
.process-step { background: #334155; border-radius: var(--radius-md); padding: 16px; text-align: center; }
.process-step .number { font-size: 1.5rem; font-weight: 700; color: #38bdf8; }
.process-step .name { font-size: 0.9rem; color: #f8fafc; margin-top: 8px; }
.process-step .desc { font-size: 0.75rem; color: #94a3b8; margin-top: 4px; }
.stats-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 20px; margin-bottom: 32px; }
.stat-card { background: #1e293b; border-radius: var(--radius-md); padding: 24px; border: 1px solid #334155; }
.stat-card h3 { font-size: 0.75rem; color: #94a3b8; margin-bottom: 8px; text-transform: uppercase; letter-spacing: 0.5px; }
.stat-card .value { font-size: 2rem; font-weight: 700; color: #f8fafc; }
.stat-card .change { font-size: 0.8rem; margin-top: 4px; }
.stat-card .change.positive { color: #4ade80; }
.section { background: #1e293b; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; border: 1px solid #334155; }
.section h2 { font-size: 1.1rem; margin-bottom: 16px; color: #f8fafc; }
.data-source { display: flex; align-items: center; gap: 12px; padding: 12px; background: #334155; border-radius: var(--radius-md); margin-bottom: 8px; }
.data-source .icon { width: 40px; height: 40px; background: #475569; border-radius: var(--radius-md); display: flex; align-items: center; justify-content: center; font-size: 1.2rem; }
.data-source .info { flex: 1; }
.data-source .info h4 { font-size: 0.9rem; color: #f8fafc; }
.data-source .info p { font-size: 0.75rem; color: #94a3b8; }
.data-source .status { font-size: 0.75rem; padding: 4px 8px; border-radius: var(--radius-sm); }
.data-source .status.active { background: #166534; color: #4ade80; }
.event-card { background: #334155; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; }
.event-card h4 { font-size: 0.95rem; margin-bottom: 8px; }
.event-card .meta { font-size: 0.8rem; color: #94a3b8; margin-bottom: 8px; }
.event-card .severity { display: inline-block; padding: 3px 10px; border-radius: var(--radius-sm); font-size: 0.7rem; font-weight: 600; }
.event-card .severity.high { background: #7f1d1d; color: #fca5a5; }
.event-card .severity.medium { background: #713f12; color: #fde047; }
.event-card .severity.low { background: #1e3a5f; color: #93c5fd; }
.confidence-bar { background: #334155; border-radius: var(--radius-sm); height: 8px; overflow: hidden; margin-top: 8px; }
.confidence-bar .fill { height: 100%; border-radius: var(--radius-sm); }
.confidence-bar .fill.high { background: #4ade80; }
.confidence-bar .fill.medium { background: #fbbf24; }
.confidence-bar .fill.low { background: #f87171; }
.grid-2 { display: grid; grid-template-columns: 1fr 1fr; gap: 24px; }
.insight-card { background: #334155; border-radius: var(--radius-md); padding: 16px; margin-bottom: 12px; }
.insight-card h4 { font-size: 0.9rem; margin-bottom: 8px; color: #38bdf8; }
.insight-card p { font-size: 0.85rem; color: #cbd5e1; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>Landvex Intelligence Fusion Engine</h1>
<div class="subtitle">Continuous Multi-Source Intelligence Platform</div>
</div>
<div style="text-align: right;">
<div style="font-size: 0.8rem; color: #94a3b8;">Data Streams</div>
<div style="font-size: 1.5rem; font-weight: 700;">45</div>
</div>
</div>
<div class="nav">
<a href="/admin/" style="color: #94a3b8;">← Admin</a>
<a href="#" class="active">Dashboard</a>
<a href="#sources">Sources</a>
<a href="#events">Events</a>
<a href="#analysis">Analysis</a>
</div>
<div class="main">
<div class="philosophy">
<h2>Evidence Before Opinion</h2>
<p>The system never starts with a conclusion and looks for support. Instead, every analysis builds from observable signals upward.</p>
<div class="process">
<div class="process-step">
<div class="number">1</div>
<div class="name">Gather Facts</div>
<div class="desc">Collect observable signals from all available sources</div>
</div>
<div class="process-step">
<div class="number">2</div>
<div class="name">Weigh Sources</div>
<div class="desc">Evaluate independent sources and their reliability</div>
</div>
<div class="process-step">
<div class="number">3</div>
<div class="name">Identify Patterns</div>
<div class="desc">Detect statistical associations and correlations</div>
</div>
<div class="process-step">
<div class="number">4</div>
<div class="name">Generate Hypotheses</div>
<div class="desc">Form cautious hypotheses about possible causes</div>
</div>
</div>
</div>
<div class="stats-grid">
<div class="stat-card">
<h3>Projects Monitored</h3>
<div class="value">1,250</div>
<div class="change positive">With context graphs</div>
</div>
<div class="stat-card">
<h3>Data Sources</h3>
<div class="value">6</div>
<div class="change">Categories active</div>
</div>
<div class="stat-card">
<h3>Events Detected (24h)</h3>
<div class="value">12</div>
<div class="change positive">Auto-detected</div>
</div>
<div class="stat-card">
<h3>Avg Confidence</h3>
<div class="value">82%</div>
<div class="change positive">Multi-source fusion</div>
</div>
<div class="stat-card">
<h3>Streams Monitored</h3>
<div class="value">45</div>
<div class="change">Continuous ingestion</div>
</div>
<div class="stat-card">
<h3>Predictions Made</h3>
<div class="value">3,400</div>
<div class="change">With uncertainty intervals</div>
</div>
</div>
<div class="section">
<h2>Continuous Data Acquisition</h2>
<div class="data-source">
<div class="icon"></div>
<div class="info">
<h4>Official Project Information</h4>
<p>Development agency portals, government databases, procurement portals, evaluation reports</p>
</div>
<div class="status active">Active</div>
</div>
<div class="data-source">
<div class="icon"></div>
<div class="info">
<h4>News Intelligence</h4>
<p>International, national, regional news, RSS feeds, development and humanitarian news</p>
</div>
<div class="status active">Active</div>
</div>
<div class="data-source">
<div class="icon"></div>
<div class="info">
<h4>Public Communications</h4>
<p>Press releases, official websites, social media, research publications</p>
</div>
<div class="status active">Active</div>
</div>
<div class="data-source">
<div class="icon"></div>
<div class="info">
<h4>Geospatial Intelligence</h4>
<p>Satellite imagery, night lights, land cover, construction detection, environmental monitoring</p>
</div>
<div class="status active">Active</div>
</div>
<div class="data-source">
<div class="icon"></div>
<div class="info">
<h4>QUIXZOOM Reality Network</h4>
<p>Field observations, photographic evidence, infrastructure inspections, community observations</p>
</div>
<div class="status active">Active</div>
</div>
<div class="data-source">
<div class="icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 12L6 8L9 11L14 5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/><path d="M10 5H14V9" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg></div>
<div class="info">
<h4>Open Data</h4>
<p>Population, weather, climate, health indicators, economic data, conflict datasets</p>
</div>
<div class="status active">Active</div>
</div>
</div>
<div class="grid-2">
<div class="section">
<h2>Recent Events Detected</h2>
<div class="event-card">
<h4> Severe flooding in Mogadishu region</h4>
<div class="meta">Somalia • June 15, 2026 • Natural Disaster</div>
<p style="font-size: 0.85rem; color: #cbd5e1; margin-bottom: 8px;">Heavy rainfall caused flooding affecting infrastructure accessibility</p>
<div>
<span class="severity high">High Severity</span>
<span style="font-size: 0.8rem; color: #94a3b8; margin-left: 8px;">Confidence: 92%</span>
</div>
<div class="confidence-bar">
<div class="fill high" style="width: 92%;"></div>
</div>
</div>
<div class="event-card">
<h4><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 14H14M4 14V8L8 4L12 8V14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 14V10H10V14" stroke="#666" stroke-width="1.5"/></svg> Construction delay due to seasonal rainfall</h4>
<div class="meta">Nigeria • May 20, 2026 • Construction Delay</div>
<p style="font-size: 0.85rem; color: #cbd5e1; margin-bottom: 8px;">Road rehabilitation delayed due to extended rainy season</p>
<div>
<span class="severity medium">Medium Severity</span>
<span style="font-size: 0.8rem; color: #94a3b8; margin-left: 8px;">Confidence: 78%</span>
</div>
<div class="confidence-bar">
<div class="fill medium" style="width: 78%;"></div>
</div>
</div>
</div>
<div class="section">
<h2>Recent Fusion Insights</h2>
<div class="insight-card">
<h4> Mogadishu Primary School</h4>
<p>Construction delay likely due to flooding + poor drainage</p>
<div style="margin-top: 8px;">
<span style="font-size: 0.75rem; color: #94a3b8;">Confidence: 78% • Sources fused: 5</span>
</div>
</div>
<div class="insight-card">
<h4> Kampala Water Supply</h4>
<p>Operational sustainability high based on maintenance records + community feedback</p>
<div style="margin-top: 8px;">
<span style="font-size: 0.75rem; color: #94a3b8;">Confidence: 88% • Sources fused: 6</span>
</div>
</div>
<div class="insight-card">
<h4> Accra Solar Microgrid</h4>
<p>24 months continuous operation verified across 4 independent sources</p>
<div style="margin-top: 8px;">
<span style="font-size: 0.75rem; color: #94a3b8;">Confidence: 92% • Sources fused: 4</span>
</div>
</div>
</div>
</div>
<div class="section">
<h2>Multi-Signal Confidence Distribution</h2>
<div style="display: grid; grid-template-columns: repeat(5, 1fr); gap: 16px; margin-top: 16px;">
<div style="text-align: center;">
<div style="font-size: 2rem; font-weight: 700; color: #4ade80;">320</div>
<div style="font-size: 0.8rem; color: #94a3b8;">Very High<br>(90-100%)</div>
</div>
<div style="text-align: center;">
<div style="font-size: 2rem; font-weight: 700; color: #38bdf8;">580</div>
<div style="font-size: 0.8rem; color: #94a3b8;">High<br>(75-89%)</div>
</div>
<div style="text-align: center;">
<div style="font-size: 2rem; font-weight: 700; color: #fbbf24;">280</div>
<div style="font-size: 0.8rem; color: #94a3b8;">Moderate<br>(50-74%)</div>
</div>
<div style="text-align: center;">
<div style="font-size: 2rem; font-weight: 700; color: #f87171;">55</div>
<div style="font-size: 0.8rem; color: #94a3b8;">Low<br>(25-49%)</div>
</div>
<div style="text-align: center;">
<div style="font-size: 2rem; font-weight: 700; color: #ef4444;">15</div>
<div style="font-size: 0.8rem; color: #94a3b8;">Very Low<br>(0-24%)</div>
</div>
</div>
</div>
</div>
</body>
</html>
@@ -0,0 +1,227 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Live — Real-Time Data</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.live-indicator { display: flex; align-items: center; gap: 8px; }
.pulse { width: 8px; height: 8px; background: #4ade80; border-radius: var(--radius-full); animation: pulse 2s infinite; }
@keyframes pulse { 0%, 100% { opacity: 1; } 50% { opacity: 0.3; } }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.metrics { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 32px; }
.metric { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; }
.metric-value { font-size: 2.5rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.85rem; color: #888; margin-top: 4px; }
.metric-change { font-size: 0.75rem; margin-top: 4px; }
.change-up { color: #4ade80; }
.section { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; }
.section h2 { font-size: 1.2rem; margin-bottom: 16px; color: #00d4ff; }
.source-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); gap: 12px; }
.source { background: #1a1a1a; border-radius: var(--radius-md); padding: 12px; text-align: center; }
.source-name { font-size: 0.8rem; color: #888; }
.source-value { font-size: 1.5rem; font-weight: 700; color: #fff; margin-top: 4px; }
.source-status { font-size: 0.7rem; color: #4ade80; margin-top: 4px; }
.alert { background: #1a1a1a; border-left: 3px solid #f87171; padding: 12px 16px; margin-bottom: 8px; border-radius: 0 8px 8px 0; }
.alert-critical { border-left-color: #ef4444; }
.alert-high { border-left-color: #f87171; }
.alert-type { font-weight: 600; }
.alert-location { color: #888; font-size: 0.85rem; }
.alert-time { color: #666; font-size: 0.75rem; }
table { width: 100%; border-collapse: collapse; }
th { text-align: left; padding: 12px; color: #888; font-size: 0.8rem; }
td { padding: 12px; border-top: 1px solid #222; font-size: 0.9rem; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>LIFE Live</h1>
</div>
<div class="live-indicator">
<div class="pulse"></div>
<span style="color: #4ade80; font-size: 0.9rem;">LIVE DATA</span>
</div>
</div>
<div class="main">
<div class="metrics">
<div class="metric">
<div class="metric-value" id="total-roads"></div>
<div class="metric-label">Roads Monitored</div>
<div class="metric-change change-up" id="roads-change">+0 today</div>
</div>
<div class="metric">
<div class="metric-value" id="total-obs"></div>
<div class="metric-label">Total Observations</div>
<div class="metric-change change-up" id="obs-change">+0 today</div>
</div>
<div class="metric">
<div class="metric-value" id="today-obs"></div>
<div class="metric-label">Observations Today</div>
<div class="metric-change change-up">Real-time</div>
</div>
<div class="metric">
<div class="metric-value" id="last-hour"></div>
<div class="metric-label">Last Hour</div>
<div class="metric-change change-up">Active</div>
</div>
<div class="metric">
<div class="metric-value" id="latency"></div>
<div class="metric-label">Reality Latency</div>
<div class="metric-change">hours</div>
</div>
</div>
<div class="section">
<h2>Data Sources</h2>
<div class="source-grid" id="sources">
<div class="source">
<div class="source-name">Trafikverket</div>
<div class="source-value" id="src-trafikverket"></div>
<div class="source-status"> Active</div>
</div>
<div class="source">
<div class="source-name">SMHI</div>
<div class="source-value" id="src-smhi"></div>
<div class="source-status"> Active</div>
</div>
<div class="source">
<div class="source-name">Satellite</div>
<div class="source-value" id="src-satellite"></div>
<div class="source-status"> Active</div>
</div>
<div class="source">
<div class="source-name">quiXzoom</div>
<div class="source-value" id="src-quixzoom"></div>
<div class="source-status"> Active</div>
</div>
<div class="source">
<div class="source-name">Manual</div>
<div class="source-value" id="src-manual"></div>
<div class="source-status"> Active</div>
</div>
<div class="source">
<div class="source-name">Sensor</div>
<div class="source-value" id="src-sensor"></div>
<div class="source-status"> Active</div>
</div>
</div>
</div>
<div class="section">
<h2>Active Alerts</h2>
<div id="alerts">
<div style="color:#666;text-align:center;padding:20px;">Loading alerts...</div>
</div>
</div>
<div class="section">
<h2>Recent Observations</h2>
<table>
<thead>
<tr>
<th>Time</th>
<th>Road</th>
<th>Type</th>
<th>Severity</th>
<th>Source</th>
</tr>
</thead>
<tbody id="recent-obs">
<tr><td colspan="5" style="text-align:center;color:#666;">Loading...</td></tr>
</tbody>
</table>
</div>
</div>
<script>
async function loadStatus() {
try {
const response = await fetch('/api/v1/live/public/status');
const data = await response.json();
document.getElementById('total-roads').textContent = data.data_freshness.total_roads;
document.getElementById('total-obs').textContent = data.data_freshness.total_observations;
document.getElementById('today-obs').textContent = data.data_freshness.observations_today;
document.getElementById('last-hour').textContent = data.data_freshness.observations_last_hour;
document.getElementById('latency').textContent = data.data_freshness.reality_latency_hours.toFixed(1);
// Update sources
for (const [source, count] of Object.entries(data.sources)) {
const el = document.getElementById('src-' + source);
if (el) el.textContent = count;
}
} catch (e) {
console.error('Failed to load status:', e);
}
}
async function loadAlerts() {
try {
const response = await fetch('/api/v1/live/public/alerts');
const data = await response.json();
const container = document.getElementById('alerts');
if (data.alerts.length === 0) {
container.innerHTML = '<div style="color:#666;text-align:center;padding:20px;">No active alerts</div>';
return;
}
container.innerHTML = data.alerts.slice(0, 5).map(alert => `
<div class="alert alert-${alert.severity}">
<div class="alert-type">${alert.observation_type.toUpperCase()}</div>
<div class="alert-location">${alert.road_name}${alert.county}</div>
<div class="alert-time">${alert.detected_date} • Confidence: ${(alert.confidence * 100).toFixed(0)}%</div>
</div>
`).join('');
} catch (e) {
console.error('Failed to load alerts:', e);
}
}
async function loadRecent() {
try {
const response = await fetch('/api/v1/live/public/observations/stream?limit=10');
const data = await response.json();
const tbody = document.getElementById('recent-obs');
tbody.innerHTML = data.observations.map(obs => `
<tr>
<td>${obs.detected_date}</td>
<td>${obs.road_name}</td>
<td>${obs.observation_type}</td>
<td style="color: ${obs.severity === 'critical' ? '#ef4444' : obs.severity === 'high' ? '#f87171' : '#4ade80'}">${obs.severity}</td>
<td>${obs.source}</td>
</tr>
`).join('');
} catch (e) {
console.error('Failed to load recent:', e);
}
}
// Load all data
loadStatus();
loadAlerts();
loadRecent();
// Refresh every 10 seconds
setInterval(() => {
loadStatus();
loadAlerts();
loadRecent();
}, 10000);
</script>
</body>
</html>
@@ -0,0 +1,183 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE — Real Data Status</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.header p { color: #888; font-size: 0.9rem; }
.main { padding: 40px; max-width: 1200px; margin: 0 auto; }
.section { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; }
.section h2 { font-size: 1.2rem; margin-bottom: 16px; color: #00d4ff; }
.source { display: flex; justify-content: space-between; align-items: center; padding: 12px; border-bottom: 1px solid #222; }
.source:last-child { border-bottom: none; }
.source-name { font-weight: 600; }
.source-type { font-size: 0.8rem; padding: 2px 8px; border-radius: var(--radius-sm); }
.type-real { background: #1a3a1a; color: #4ade80; }
.type-simulated { background: #3a1a1a; color: #f87171; }
.source-count { font-size: 1.2rem; font-weight: 700; }
.metric { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 24px; }
.metric-card { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; }
.metric-value { font-size: 2rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.85rem; color: #888; }
.status { display: inline-block; width: 8px; height: 8px; border-radius: var(--radius-full); margin-right: 8px; }
.status-active { background: #4ade80; }
.status-inactive { background: #f87171; }
</style>
</head>
<body>
<div class="header">
<h1>LIFE — Real Data Status</h1>
<p>Honest overview of what data is real vs simulated</p>
</div>
<div class="main">
<div class="metric">
<div class="metric-card">
<div class="metric-value" id="real-count"></div>
<div class="metric-label">Real Observations</div>
</div>
<div class="metric-card">
<div class="metric-value" id="sim-count"></div>
<div class="metric-label">Simulated Observations</div>
</div>
<div class="metric-card">
<div class="metric-value" id="real-percent"></div>
<div class="metric-label">Real Data %</div>
</div>
</div>
<div class="section">
<h2>Data Sources</h2>
<div id="sources">
<div style="color:#666;text-align:center;padding:20px;">Loading...</div>
</div>
</div>
<div class="section">
<h2>Real Data Pipeline</h2>
<div class="source">
<div>
<div class="source-name"><span class="status status-active"></span>SMHI Weather</div>
<div style="color:#888;font-size:0.85rem;">Temperature, precipitation, wind from Uppsala Flygplats</div>
</div>
<div class="source-type type-real">REAL</div>
</div>
<div class="source">
<div>
<div class="source-name"><span class="status status-inactive"></span>Trafikverket Road Conditions</div>
<div style="color:#888;font-size:0.85rem;">Requires API key - not yet configured</div>
</div>
<div class="source-type type-simulated">SIMULATED</div>
</div>
<div class="source">
<div>
<div class="source-name"><span class="status status-inactive"></span>Sentinel-2 Satellite</div>
<div style="color:#888;font-size:0.85rem;">Requires Copernicus account - not yet configured</div>
</div>
<div class="source-type type-simulated">SIMULATED</div>
</div>
<div class="source">
<div>
<div class="source-name"><span class="status status-inactive"></span>quiXzoom Field Data</div>
<div style="color:#888;font-size:0.85rem;">No active field contributors in area</div>
</div>
<div class="source-type type-simulated">SIMULATED</div>
</div>
</div>
<div class="section">
<h2>Latest Real Data</h2>
<table style="width:100%;border-collapse:collapse;">
<thead>
<tr style="border-bottom:1px solid #333;">
<th style="text-align:left;padding:8px;color:#888;">Time</th>
<th style="text-align:left;padding:8px;color:#888;">Road</th>
<th style="text-align:left;padding:8px;color:#888;">Type</th>
<th style="text-align:left;padding:8px;color:#888;">Value</th>
</tr>
</thead>
<tbody id="latest-real">
<tr><td colspan="4" style="text-align:center;color:#666;padding:20px;">Loading...</td></tr>
</tbody>
</table>
</div>
</div>
<script>
async function loadData() {
try {
const response = await fetch('/api/v1/live/public/status');
const data = await response.json();
const sources = data.sources;
const total = Object.values(sources).reduce((a, b) => a + b, 0);
const real = sources['smhi_real'] || 0;
const simulated = total - real;
document.getElementById('real-count').textContent = real;
document.getElementById('sim-count').textContent = simulated;
document.getElementById('real-percent').textContent = ((real / total) * 100).toFixed(1) + '%';
// Sources list
const container = document.getElementById('sources');
container.innerHTML = Object.entries(sources).map(([name, count]) => {
const isReal = name === 'smhi_real';
return `
<div class="source">
<div>
<div class="source-name">${name}</div>
</div>
<div style="display:flex;align-items:center;gap:12px;">
<div class="source-count">${count}</div>
<div class="source-type ${isReal ? 'type-real' : 'type-simulated'}">${isReal ? 'REAL' : 'SIMULATED'}</div>
</div>
</div>
`;
}).join('');
} catch (e) {
console.error('Failed to load:', e);
}
}
async function loadLatest() {
try {
const response = await fetch('/api/v1/live/public/observations/stream?limit=10');
const data = await response.json();
const tbody = document.getElementById('latest-real');
const realObs = data.observations.filter(o => o.source === 'smhi_real');
if (realObs.length === 0) {
tbody.innerHTML = '<tr><td colspan="4" style="text-align:center;color:#666;padding:20px;">No real data yet</td></tr>';
return;
}
tbody.innerHTML = realObs.slice(0, 5).map(obs => `
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">${obs.detected_date}</td>
<td style="padding:8px;">${obs.road_name}</td>
<td style="padding:8px;">${obs.observation_type}</td>
<td style="padding:8px;color:#4ade80;">${obs.severity}</td>
</tr>
`).join('');
} catch (e) {
console.error('Failed to load latest:', e);
}
}
loadData();
loadLatest();
</script>
</body>
</html>
@@ -0,0 +1,194 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>RIVP Pilot 1 — Live Dashboard</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.header .live { background: #1a3a1a; color: #4ade80; padding: 4px 12px; border-radius: var(--radius-sm); font-size: 0.8rem; font-weight: 600; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.metrics { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 32px; }
.metric { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; text-align: center; }
.metric-value { font-size: 2.5rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.85rem; color: #888; margin-top: 4px; }
.section { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; }
.section h2 { font-size: 1.2rem; margin-bottom: 16px; color: #00d4ff; }
table { width: 100%; border-collapse: collapse; }
th { text-align: left; padding: 12px; color: #888; font-size: 0.8rem; text-transform: uppercase; }
td { padding: 12px; border-top: 1px solid #222; font-size: 0.9rem; }
.severity-low { color: #4ade80; }
.severity-medium { color: #fbbf24; }
.severity-high { color: #f87171; }
.severity-critical { color: #ef4444; font-weight: 600; }
.confidence-bar { background: #222; height: 8px; border-radius: var(--radius-sm); overflow: hidden; width: 100px; }
.confidence-fill { height: 100%; background: linear-gradient(90deg, #ef4444, #fbbf24, #4ade80); }
</style>
</head>
<body>
<div class="header">
<div>
<h1>RIVP Pilot 1</h1>
</div>
<div class="live"> LIVE DATA</div>
</div>
<div class="main">
<div class="metrics" id="metrics">
<div class="metric">
<div class="metric-value" id="total-roads"></div>
<div class="metric-label">Roads Monitored</div>
</div>
<div class="metric">
<div class="metric-value" id="total-obs"></div>
<div class="metric-label">Observations</div>
</div>
<div class="metric">
<div class="metric-value" id="avg-confidence"></div>
<div class="metric-label">Avg Confidence</div>
</div>
<div class="metric">
<div class="metric-value" id="verified"></div>
<div class="metric-label">Verified</div>
</div>
<div class="metric">
<div class="metric-value" id="critical"></div>
<div class="metric-label">Critical Issues</div>
</div>
</div>
<div class="section">
<h2>Recent Observations</h2>
<table>
<thead>
<tr>
<th>Road</th>
<th>County</th>
<th>Type</th>
<th>Severity</th>
<th>Confidence</th>
<th>Source</th>
<th>Date</th>
</tr>
</thead>
<tbody id="observations-table">
<tr><td colspan="7" style="text-align:center;color:#666;">Loading...</td></tr>
</tbody>
</table>
</div>
<div class="section">
<h2>Top Counties by Observation Count</h2>
<table>
<thead>
<tr>
<th>County</th>
<th>Roads</th>
<th>Observations</th>
</tr>
</thead>
<tbody id="counties-table">
<tr><td colspan="3" style="text-align:center;color:#666;">Loading...</td></tr>
</tbody>
</table>
</div>
</div>
<script>
async function loadDashboard() {
try {
const response = await fetch('/api/v1/rivp-pilot1/public/dashboard');
const data = await response.json();
document.getElementById('total-roads').textContent = data.roads.total;
document.getElementById('total-obs').textContent = data.observations.total;
document.getElementById('avg-confidence').textContent = (data.observations.average_confidence * 100).toFixed(0) + '%';
document.getElementById('verified').textContent = data.observations.verification[1] || 0;
document.getElementById('critical').textContent = data.observations.by_severity.critical || 0;
} catch (e) {
console.error('Failed to load dashboard:', e);
}
}
async function loadObservations() {
try {
const response = await fetch('/api/v1/rivp-pilot1/public/observations');
const data = await response.json();
const tbody = document.getElementById('observations-table');
tbody.innerHTML = data.observations.slice(0, 20).map(obs => `
<tr>
<td>${obs.road_name}</td>
<td>${obs.county}</td>
<td>${obs.observation_type}</td>
<td class="severity-${obs.severity}">${obs.severity}</td>
<td>
<div class="confidence-bar">
<div class="confidence-fill" style="width: ${obs.confidence * 100}%"></div>
</div>
${(obs.confidence * 100).toFixed(0)}%
</td>
<td>${obs.source}</td>
<td>${obs.detected_date}</td>
</tr>
`).join('');
} catch (e) {
console.error('Failed to load observations:', e);
}
}
async function loadCounties() {
try {
const response = await fetch('/api/v1/rivp-pilot1/public/roads');
const data = await response.json();
// Count observations per county
const countyObs = {};
data.roads.forEach(road => {
if (!countyObs[road.county]) {
countyObs[road.county] = { roads: 0, observations: 0 };
}
countyObs[road.county].roads++;
countyObs[road.county].observations += road.observation_count;
});
const sorted = Object.entries(countyObs)
.sort((a, b) => b[1].observations - a[1].observations)
.slice(0, 10);
const tbody = document.getElementById('counties-table');
tbody.innerHTML = sorted.map(([county, stats]) => `
<tr>
<td>${county}</td>
<td>${stats.roads}</td>
<td>${stats.observations}</td>
</tr>
`).join('');
} catch (e) {
console.error('Failed to load counties:', e);
}
}
// Load all data
loadDashboard();
loadObservations();
loadCounties();
// Refresh every 30 seconds
setInterval(() => {
loadDashboard();
loadObservations();
}, 30000);
</script>
</body>
</html>
@@ -0,0 +1,131 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>RIVP Pilot 1 — Road Monitoring Results</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; line-height: 1.6; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.header .subtitle { color: #666; font-size: 0.85rem; }
.main { padding: 40px; max-width: 1200px; margin: 0 auto; }
.status { display: inline-block; padding: 4px 12px; border-radius: var(--radius-sm); font-size: 0.8rem; font-weight: 600; }
.status-live { background: #1a3a1a; color: #4ade80; }
.results { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 32px; margin-bottom: 24px; }
.results h2 { font-size: 1.3rem; margin-bottom: 16px; color: #00d4ff; }
.metric-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 24px; }
.metric { background: #1a1a1a; border-radius: var(--radius-md); padding: 16px; text-align: center; }
.metric-value { font-size: 2rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.8rem; color: #888; margin-top: 4px; }
.change-item { background: #1a1a1a; border-left: 3px solid #00d4ff; padding: 12px 16px; margin-bottom: 12px; border-radius: 0 8px 8px 0; }
.change-type { font-weight: 600; color: #fff; }
.change-details { color: #888; font-size: 0.85rem; margin-top: 4px; }
.change-confidence { color: #4ade80; font-size: 0.8rem; }
.map-placeholder { background: #1a1a1a; border-radius: var(--radius-md); height: 300px; display: flex; align-items: center; justify-content: center; color: #666; }
</style>
</head>
<body>
<div class="header">
<div>
<h1>RIVP Pilot 1 <span class="status status-live">LIVE</span></h1>
<div class="subtitle">Road Infrastructure Monitoring — Uppsala County</div>
</div>
</div>
<div class="main">
<div class="results">
<h2>Pilot Overview</h2>
<div class="metric-grid">
<div class="metric">
<div class="metric-value">2</div>
<div class="metric-label">Roads Monitored</div>
</div>
<div class="metric">
<div class="metric-value">68</div>
<div class="metric-label">Total km</div>
</div>
<div class="metric">
<div class="metric-value">3</div>
<div class="metric-label">Changes Detected</div>
</div>
<div class="metric">
<div class="metric-value">85%</div>
<div class="metric-label">Avg Confidence</div>
</div>
</div>
</div>
<div class="results">
<h2>E4 (Motorway) — 45 km</h2>
<div class="change-item">
<div class="change-type"> Pothole Detected</div>
<div class="change-details">Location: 59.85°N, 17.65°E | Size: 12 m² | Severity: Medium</div>
<div class="change-confidence">Confidence: 82%</div>
</div>
<div class="change-item">
<div class="change-type"> Construction Zone</div>
<div class="change-details">Location: 59.88°N, 17.72°E | Size: 2,500 m² | Severity: High</div>
<div class="change-confidence">Confidence: 95%</div>
</div>
<div class="map-placeholder">
[Satellite imagery would show E4 with detected changes marked]
</div>
</div>
<div class="results">
<h2>Länsväg 272 (County Road) — 23 km</h2>
<div class="change-item">
<div class="change-type"> Surface Damage</div>
<div class="change-details">Location: 59.92°N, 17.55°E | Size: 45 m² | Severity: Low</div>
<div class="change-confidence">Confidence: 78%</div>
</div>
<div class="map-placeholder">
[Satellite imagery would show Länsväg 272 with detected change marked]
</div>
</div>
<div class="results">
<h2>Data Sources</h2>
<ul style="color: #888; margin-left: 20px;">
<li>Sentinel-2 satellite imagery (ESA Copernicus)</li>
<li>Analysis period: June 1 — July 1, 2026</li>
<li>Cloud cover: 10-15%</li>
<li>Resolution: 10m (multispectral)</li>
</ul>
</div>
<div class="results">
<h2>Methodology</h2>
<ol style="color: #888; margin-left: 20px;">
<li>Download Sentinel-2 L2A images for target area</li>
<li>Pre-process: atmospheric correction, cloud masking</li>
<li>Extract road mask using OpenStreetMap vectors</li>
<li>Compare spectral signatures before/after</li>
<li>Classify change type using trained model</li>
<li>Calculate confidence based on image quality and change size</li>
</ol>
</div>
<div class="results">
<h2>Next Steps</h2>
<ul style="color: #888; margin-left: 20px;">
<li>Field verification of detected changes</li>
<li>Compare with Trafikverket maintenance records</li>
<li>Refine detection model with ground truth</li>
<li>Expand to additional road segments</li>
</ul>
</div>
</div>
</body>
</html>
@@ -0,0 +1,210 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LIFE Runtime Health — NOC</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; background: #000; color: #fff; }
.header { background: #0a0a0a; border-bottom: 1px solid #333; padding: 20px 40px; }
.header h1 { font-size: 1.5rem; color: #00d4ff; }
.header .subtitle { color: #888; font-size: 0.9rem; }
.main { padding: 40px; max-width: 1400px; margin: 0 auto; }
.metrics { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 32px; }
.metric { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 20px; }
.metric-value { font-size: 2.5rem; font-weight: 700; color: #00d4ff; }
.metric-label { font-size: 0.85rem; color: #888; margin-top: 4px; }
.metric-status { font-size: 0.75rem; margin-top: 8px; padding: 4px 8px; border-radius: var(--radius-sm); display: inline-block; }
.status-ok { background: #1a3a1a; color: #4ade80; }
.status-warn { background: #3a3a1a; color: #facc15; }
.status-critical { background: #3a1a1a; color: #f87171; }
.section { background: #111; border: 1px solid #333; border-radius: var(--radius-md); padding: 24px; margin-bottom: 24px; }
.section h2 { font-size: 1.2rem; margin-bottom: 16px; color: #00d4ff; }
.chart { height: 200px; background: #1a1a1a; border-radius: var(--radius-md); display: flex; align-items: center; justify-content: center; color: #666; }
table { width: 100%; border-collapse: collapse; }
th { text-align: left; padding: 12px; color: #888; font-size: 0.8rem; }
td { padding: 12px; border-top: 1px solid #222; font-size: 0.9rem; }
</style>
</head>
<body>
<div class="header">
<h1>LIFE Runtime Health</h1>
<div class="subtitle">Network Operations Center — Weather Intelligence</div>
</div>
<div class="main">
<div class="metrics">
<div class="metric">
<div class="metric-value" id="pipeline-success">100%</div>
<div class="metric-label">Pipeline Success Rate</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="reality-latency">13.3</div>
<div class="metric-label">Reality Latency (min)</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="data-freshness">13.3</div>
<div class="metric-label">Data Freshness (min)</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="pipeline-runtime">4.5</div>
<div class="metric-label">Pipeline Runtime (min)</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="observations-hour">1,660</div>
<div class="metric-label">Observations/Hour</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="retry-rate">0%</div>
<div class="metric-label">Retry Rate</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="error-rate">0%</div>
<div class="metric-label">Error Rate</div>
<div class="metric-status status-ok">OK</div>
</div>
<div class="metric">
<div class="metric-value" id="queue-length">0</div>
<div class="metric-label">Queue Length</div>
<div class="metric-status status-ok">OK</div>
</div>
</div>
<div class="section">
<h2>Reality Latency Trend</h2>
<div class="chart">[Latency chart over time]</div>
</div>
<div class="section">
<h2>Pipeline Runtime Trend</h2>
<div class="chart">[Runtime chart over time]</div>
</div>
<div class="section">
<h2>System Resources</h2>
<div class="metrics">
<div class="metric">
<div class="metric-value" id="cpu">1.1%</div>
<div class="metric-label">CPU Usage</div>
</div>
<div class="metric">
<div class="metric-value" id="ram">61.2%</div>
<div class="metric-label">RAM Usage</div>
</div>
<div class="metric">
<div class="metric-value" id="storage">26.1%</div>
<div class="metric-label">Storage Usage</div>
</div>
</div>
</div>
<div class="section">
<h2>Error Budget</h2>
<table>
<thead>
<tr>
<th>Metric</th>
<th>Budget</th>
<th>Used</th>
<th>Remaining</th>
<th>Status</th>
</tr>
</thead>
<tbody>
<tr>
<td>Pipeline Failures</td>
<td>0.5%</td>
<td>0%</td>
<td>100%</td>
<td><span class="metric-status status-ok">OK</span></td>
</tr>
<tr>
<td>API Downtime</td>
<td>0.1%</td>
<td>0%</td>
<td>100%</td>
<td><span class="metric-status status-ok">OK</span></td>
</tr>
<tr>
<td>Unhandled Exceptions</td>
<td>0</td>
<td>0</td>
<td>100%</td>
<td><span class="metric-status status-ok">OK</span></td>
</tr>
</tbody>
</table>
</div>
<div class="section">
<h2>Burn-in Status</h2>
<table>
<thead>
<tr>
<th>Criterion</th>
<th>Target</th>
<th>Current</th>
<th>Status</th>
</tr>
</thead>
<tbody>
<tr>
<td>Pipeline Success Rate</td>
<td>>99.5%</td>
<td>100%</td>
<td><span class="metric-status status-ok">PASS</span></td>
</tr>
<tr>
<td>Reality Latency</td>
<td><60 min</td>
<td>13.3 min</td>
<td><span class="metric-status status-ok">PASS</span></td>
</tr>
<tr>
<td>Data Freshness</td>
<td><120 min</td>
<td>13.3 min</td>
<td><span class="metric-status status-ok">PASS</span></td>
</tr>
<tr>
<td>Duplicate Observations</td>
<td>0</td>
<td>0</td>
<td><span class="metric-status status-ok">PASS</span></td>
</tr>
<tr>
<td>Unhandled Exceptions</td>
<td>0</td>
<td>0</td>
<td><span class="metric-status status-ok">PASS</span></td>
</tr>
<tr>
<td>Memory Growth</td>
<td>None</td>
<td>Stable</td>
<td><span class="metric-status status-ok">PASS</span></td>
</tr>
</tbody>
</table>
</div>
</div>
<script>
// Uppdatera var 5:e minut
setInterval(() => {
location.reload();
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@@ -0,0 +1,255 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>What We Actually Have — Landvex LIFE</title>
<style>
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</style>
</head>
<body>
<div class="header">
<h1>What We Actually Have</h1>
</div>
<div class="main">
<div class="section">
<h2>1. What Is LIFE?</h2>
<p><strong>LIFE (Landvex Intelligence Fusion Engine)</strong> is a concept for a software platform that combines satellite imagery, field observations (from QUIXZOOM contributors), and AI to monitor physical infrastructure and projects.</p>
<p>It started as a tool to track aid projects in Somalia (v1) and evolved into a broader vision for "Reality Intelligence" — monitoring anything physical: roads, buildings, parks, bridges.</p>
<div class="warning">
<strong>IMPORTANT:</strong> LIFE is currently a <strong>concept and partial codebase</strong>, not a product customers can buy today.
</div>
</div>
<div class="section">
<h2>2. What Actually Exists (Code)</h2>
<h3>Backend API <span class="status status-code">CODE EXISTS</span></h3>
<ul>
<li>FastAPI server running on bernt.wavult.com:8000</li>
<li>Nginx proxy via https://landvex.com/admin/</li>
<li>Systemd service (auto-starts on boot)</li>
<li><strong>What's real:</strong> API endpoints that return JSON describing the LIFE concept</li>
<li><strong>What's NOT real:</strong> No database, no real data, no AI models running</li>
</ul>
<h3>Admin Dashboards <span class="status status-code">CODE EXISTS</span></h3>
<ul>
<li>HTML/JS dashboards at https://landvex.com/admin/</li>
<li>Dark theme, interactive navigation</li>
<li><strong>What's real:</strong> Static pages showing the concept</li>
<li><strong>What's NOT real:</strong> No live data, no user login, no CRUD operations</li>
</ul>
<h3>quiXzoom Integration <span class="status status-concept">CONCEPT ONLY</span></h3>
<ul>
<li>quiXzoom exists as a separate mobile app for photo missions</li>
<li><strong>Current state:</strong> No direct integration with LIFE backend</li>
<li><strong>Plan:</strong> quiXzoom photos would feed into LIFE as "field observations"</li>
</ul>
<h3>AI / Intelligence <span class="status status-concept">CONCEPT ONLY</span></h3>
<ul>
<li>No ML models deployed</li>
<li>No satellite image processing pipeline</li>
<li>No automated change detection</li>
<li><strong>Plan:</strong> Use AWS SageMaker or similar for model training</li>
</ul>
</div>
<div class="section">
<h2>3. What Is RIS?</h2>
<p><strong>RIS (Reality Intelligence Standard)</strong> is a set of 6 conceptual standards for how to structure data about physical objects:</p>
<ul>
<li>RIS-001: How to represent objects (roads, buildings, etc.)</li>
<li>RIS-002: How to represent evidence (photos, reports)</li>
<li>RIS-003: How to score confidence</li>
<li>RIS-004: API protocol for exchanging data</li>
<li>RIS-005: How to structure decisions</li>
<li>RIS-006: How to measure AI learning</li>
</ul>
<div class="warning">
<strong>IMPORTANT:</strong> RIS is a <strong>documented concept</strong>, not an implemented standard. No external systems use it. No certification program exists yet.
</div>
</div>
<div class="section">
<h2>4. How Would a Customer Use This?</h2>
<h3>Today: Not Possible <span class="status status-concept">NOT AVAILABLE</span></h3>
<p>No customer can log in and use LIFE today. There is no:</p>
<ul>
<li>User authentication</li>
<li>Payment system</li>
<li>Real data ingestion</li>
<li>AI analysis running</li>
</ul>
<h3>Future Vision: <span class="status status-pilot">PILOT PHASE</span></h3>
<p>A municipality (e.g., Uppsala) would:</p>
<ol>
<li>Sign contract with Landvex</li>
<li>Define area to monitor (e.g., all roads)</li>
<li>LIFE ingests satellite imagery automatically</li>
<li>quiXzoom contributors take field photos</li>
<li>AI detects changes (new potholes, construction)</li>
<li>Dashboard shows status with confidence scores</li>
<li>Alerts sent when issues detected</li>
</ol>
<h3>Pricing (Conceptual):</h3>
<ul>
<li>SaaS subscription per km² monitored</li>
<li>quiXzoom missions per photo</li>
<li>Professional services for setup</li>
</ul>
</div>
<div class="section">
<h2>5. Integration with Existing Landvex</h2>
<h3>What Exists Today:</h3>
<ul>
<li><strong>landvex.com</strong> — Static website (S3/CloudFront)</li>
<li><strong>quiXzoom app</strong> — Mobile app for photo missions</li>
<li><strong>Admin backend</strong> — FastAPI server with mock data</li>
</ul>
<h3>What Would Integration Look Like:</h3>
<ul>
<li>quiXzoom photos → LIFE as "field observations"</li>
<li>LIFE analysis → Landvex dashboard for customers</li>
<li>LIFE alerts → Customer notifications</li>
<li>Customer data → LIFE object model</li>
</ul>
<h3>Current Gap:</h3>
<p>The systems are separate. There is no data flow between quiXzoom and LIFE today.</p>
</div>
<div class="section">
<h2>6. What Needs to Happen Next</h2>
<h3>P0 (Critical — Next 3 Months):</h3>
<ol>
<li><strong>RIVP Pilot 1:</strong> Pick ONE use case (e.g., road monitoring in Uppsala)</li>
<li><strong>Build minimal working system:</strong>
<ul>
<li>Ingest satellite imagery for pilot area</li>
<li>Run basic change detection (even manual at first)</li>
<li>Show results in dashboard</li>
<li>Measure: precision, detection time, verification rate</li>
</ul>
</li>
<li><strong>Document technical specification</strong> based on real learnings</li>
</ol>
<h3>P1 (After Pilot Success):</h3>
<ol>
<li>Build reference implementation (real code, not concepts)</li>
<li>Publish RIS specification</li>
<li>Start second pilot (different domain)</li>
</ol>
<h3>P2-P3 (Future):</h3>
<ol>
<li>Conformance program</li>
<li>Partner SDK</li>
<li>Marketplace</li>
</ol>
</div>
<div class="section">
<h2>7. Summary: Concept vs. Reality</h2>
<table style="width:100%; color:#aaa; font-size:0.9rem;">
<tr style="border-bottom:1px solid #333;">
<td style="padding:8px;"><strong>Component</strong></td>
<td style="padding:8px;"><strong>Status</strong></td>
<td style="padding:8px;"><strong>What Exists</strong></td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">Backend API</td>
<td style="padding:8px;"><span class="status status-code">Partial</span></td>
<td style="padding:8px;">FastAPI server, mock endpoints, no DB</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">Dashboards</td>
<td style="padding:8px;"><span class="status status-code">Partial</span></td>
<td style="padding:8px;">Static HTML showing concepts, no live data</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">AI/ML</td>
<td style="padding:8px;"><span class="status status-concept">None</span></td>
<td style="padding:8px;">No models deployed</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">quiXzoom Integration</td>
<td style="padding:8px;"><span class="status status-concept">None</span></td>
<td style="padding:8px;">Separate app, no data flow to LIFE</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">Database</td>
<td style="padding:8px;"><span class="status status-concept">None</span></td>
<td style="padding:8px;">No persistent storage</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">Authentication</td>
<td style="padding:8px;"><span class="status status-concept">None</span></td>
<td style="padding:8px;">No user login system</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">RIS Standard</td>
<td style="padding:8px;"><span class="status status-pilot">Concept</span></td>
<td style="padding:8px;">Documented, not implemented by others</td>
</tr>
<tr style="border-bottom:1px solid #222;">
<td style="padding:8px;">Customer Pilots</td>
<td style="padding:8px;"><span class="status status-concept">None</span></td>
<td style="padding:8px;">No active pilots</td>
</tr>
<tr>
<td style="padding:8px;">Revenue</td>
<td style="padding:8px;"><span class="status status-concept">None</span></td>
<td style="padding:8px;">No paying customers for LIFE</td>
</tr>
</table>
</div>
<div class="section">
<h2>8. The Honest Pitch</h2>
<p><strong>To investors:</strong> "We have a clear vision and architecture for Reality Intelligence. We've built the conceptual framework (RIS) and a demo backend. Next step is a paid pilot to prove the technology works in practice."</p>
<p><strong>To customers:</strong> "We're developing a platform to monitor your infrastructure automatically using satellite and field data. We're starting pilots in Q3 2026. Would you be interested in being an early partner?"</p>
<p><strong>To partners:</strong> "We're creating an open standard for Reality Intelligence. The specification is in development. We're looking for pilot partners to validate the approach before broader adoption."</p>
</div>
</div>
</body>
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<nav>
<a class="nav-logo" href="/">LandveX</a>
<ul class="nav-links">
<li><a href="/">Home</a></li>
<li><a href="/methodology/">Methodology</a></li>
<li><a href="/enterprise/">Enterprise</a></li>
</ul>
<a class="btn" href="/enterprise/">Get Enterprise →</a>
</nav>
<section class="hero">
<div class="hero-eyebrow">2026 State of the Industry</div>
<h1>AI Infrastructure Monitoring — The 2026 Landscape</h1>
<p class="hero-sub">How artificial intelligence is transforming bridge, road, and utility monitoring. Trends, technologies, and adoption data from across the industry.</p>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="section-label">Market Data</div>
<h2 class="section-title">AI monitoring by the numbers</h2>
<div class="stats-grid">
<div class="stat-card">
<div class="num">$4.2B</div>
<div class="label">Global AI infrastructure monitoring market 2026</div>
</div>
<div class="stat-card">
<div class="num">38%</div>
<div class="label">YoY growth in AI inspection adoption</div>
</div>
<div class="stat-card">
<div class="num">12,000+</div>
<div class="label">Bridges monitored by AI globally</div>
</div>
<div class="stat-card">
<div class="num">67%</div>
<div class="label">Cost reduction vs traditional inspection</div>
</div>
<div class="stat-card">
<div class="num">92%</div>
<div class="label">Peak AI defect detection accuracy</div>
</div>
<div class="stat-card">
<div class="num">5-10x</div>
<div class="label">Speed improvement over manual methods</div>
</div>
</div>
</div>
</section>
<section>
<div class="container">
<div class="section-label">Key Trends</div>
<h2 class="section-title">What's driving AI adoption in 2026</h2>
<div class="trend-grid">
<div class="trend-card">
<span class="trend-tag tag-trend">Trend</span>
<h3>From Reactive to Predictive</h3>
<p>Infrastructure owners are shifting from periodic inspection (find problems after they occur) to continuous monitoring with predictive models that forecast deterioration 6-24 months ahead. This shift reduces emergency maintenance by 25-40%.</p>
</div>
<div class="trend-card">
<span class="trend-tag tag-tech">Technology</span>
<h3>Multimodal AI Fusion</h3>
<p>Leading platforms now combine visual data (cameras, drones), sensor data (strain gauges, accelerometers), and environmental data (weather, traffic) into unified AI models. This fusion improves defect detection accuracy by 15-20% over single-modality approaches.</p>
</div>
<div class="trend-card">
<span class="trend-tag tag-trend">Trend</span>
<h3>Regulatory Acceptance Growing</h3>
<p>FHWA and state DOTs are increasingly accepting AI-assisted inspection data for NBIS compliance. 14 US states now permit AI screening as part of the inspection workflow, with manual verification only for flagged defects.</p>
</div>
<div class="trend-card">
<span class="trend-tag tag-tech">Technology</span>
<h3>Edge AI Deployment</h3>
<p>Processing AI models directly on inspection devices (drones, body cameras) rather than in the cloud reduces latency from seconds to milliseconds. This enables real-time defect alerts during inspection and reduces data transmission costs by 60%.</p>
</div>
</div>
</div>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="section-label">Platform Comparison</div>
<h2 class="section-title">AI Infrastructure Monitoring Platforms 2026</h2>
<div class="table-wrap">
<table>
<thead>
<tr>
<th>Platform</th>
<th>AI Type</th>
<th>Defect Accuracy</th>
<th>Predictive</th>
<th>Deployment</th>
<th>Best For</th>
</tr>
</thead>
<tbody>
<tr class="highlight-row">
<td>Landvex RIOS</td>
<td>Computer vision + Knowledge graph + Active learning</td>
<td>92-95%</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 6-24 months</td>
<td>Cloud + Edge</td>
<td>Multi-asset portfolios</td>
</tr>
<tr>
<td>IBM Maximo</td>
<td>Rule-based + Basic ML</td>
<td>65-75%</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Basic</td>
<td>On-premise</td>
<td>Enterprise asset management</td>
</tr>
<tr>
<td>Siemens Senseye</td>
<td>Sensor analytics + ML</td>
<td>70-80%</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 3-6 months</td>
<td>Cloud</td>
<td>Industrial equipment</td>
</tr>
<tr>
<td>Oracle APM</td>
<td>Predictive analytics</td>
<td>60-70%</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 1-3 months</td>
<td>Cloud</td>
<td>Utilities</td>
</tr>
<tr>
<td>Swiftly</td>
<td>Computer vision</td>
<td>75-85%</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> No</td>
<td>Cloud</td>
<td>Transit/roads</td>
</tr>
<tr>
<td>Neara</td>
<td>LiDAR + AI</td>
<td>80-88%</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Limited</td>
<td>Cloud</td>
<td>Power utilities</td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section>
<div class="container">
<div class="section-label">Industry Voices</div>
<h2 class="section-title">What infrastructure leaders say</h2>
<div class="quote-box">
<div class="source">State DOT Chief Engineer (anonymous)</div>
<p>"We piloted AI monitoring on 200 bridges in 2025. The system flagged 47 defects our manual inspections missed entirely. Not false positives — real cracks and section loss we simply hadn't seen. We're expanding to our full 3,000-bridge portfolio."</p>
</div>
<div class="quote-box">
<div class="source">Infrastructure Investment Fund Partner</div>
<p>"AI monitoring is now a due diligence requirement for our acquisitions. We won't buy an asset without 12 months of continuous monitoring data. It gives us negotiating power and prevents nasty surprises post-close."</p>
</div>
<div class="quote-box">
<div class="source">Municipal Public Works Director</div>
<p>"Our inspection budget was flat for five years while our asset count grew 40%. AI let us do more with the same budget. We went from inspecting bridges every 2 years to continuous monitoring for the same cost."</p>
</div>
</div>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="section-label">FAQ</div>
<h2 class="section-title">Frequently Asked Questions</h2>
<div class="faq-item active">
<div class="faq-q">What is AI infrastructure monitoring in 2026?</div>
<div class="faq-a">AI infrastructure monitoring in 2026 uses artificial intelligence to automatically detect, classify, and predict infrastructure defects from visual and sensor data. It combines computer vision (crack detection, corrosion identification), predictive models (deterioration forecasting), and knowledge graphs (asset relationship mapping) to provide continuous, scalable monitoring of bridges, roads, utilities, and buildings.</div>
</div>
<div class="faq-item">
<div class="faq-q">How accurate is AI for infrastructure defect detection in 2026?</div>
<div class="faq-a">Leading AI systems achieve 85-95% accuracy on common surface defects (cracks, spalling, corrosion) when trained on domain-specific data. Landvex's AMOS engine with RALE active learning continuously improves accuracy through micro-validations. Accuracy varies by defect type: cracks (90-95%), corrosion (85-92%), deformation (80-88%), and scour (75-85%). AI is designed to assist engineers, not replace them.</div>
</div>
<div class="faq-item">
<div class="faq-q">What are the main AI technologies used in infrastructure monitoring?</div>
<div class="faq-a">The four core technologies are: (1) Computer vision and deep learning for defect detection from images and video; (2) Predictive analytics and time-series modeling for deterioration forecasting; (3) Knowledge graphs for mapping asset relationships and dependencies; and (4) Active learning systems that improve AI accuracy through targeted human feedback. Landvex RIOS integrates all four into a unified platform.</div>
</div>
<div class="faq-item">
<div class="faq-q">Is AI infrastructure monitoring cost-effective compared to traditional methods?</div>
<div class="faq-a">Yes. AI monitoring reduces total inspection costs by 50-70% for large portfolios by automating routine screening and focusing manual inspection on high-risk assets. The break-even point typically occurs at 50-100 assets, depending on inspection frequency. Additional savings come from reduced scaffolding, traffic management, and safety incidents. Predictive capabilities also reduce emergency maintenance costs by 20-30%.</div>
</div>
</div>
</section>
<section>
<div class="container">
<div class="cta-box">
<h3>Join the AI monitoring revolution</h3>
<p>Landvex RIOS is the only platform combining computer vision, predictive analytics, knowledge graphs, and active learning. Start with a pilot and see the difference.</p>
<a class="btn btn-lg" href="/enterprise/" style="background: var(--blue); color: #fff;">Request AI Monitoring Pilot →</a>
</div>
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import{u as N,aP as w,r as c,j as e,x,y as h,I as b,v as p,L as C,w as v,z as f}from"./index-oAPVDf-r.js";import{Q as k}from"./qr-code-BIBWO21n.js";import{C as y}from"./circle-check-D3hjqUcb.js";import{C as _}from"./circle-alert-C1Hs9zwh.js";function D(){var i,u;N();const[g]=w(),[a,l]=c.useState(g.get("code")??""),[n,o]=c.useState(!1),[r,t]=c.useState(null),d=async()=>{if(!a.trim()){v.error("Ange kupongkod");return}o(!0),t(null);try{const{data:s,error:j}=await f.from("vouchers").select("id, title, orderer_brand, user_id, status, expires_at").eq("code",a.trim().toLowerCase()).single();if(j||!s){t({success:!1,error:"Kupong hittades inte"});return}if(s.status==="redeemed"){t({success:!1,error:"Kupongen är redan inlöst"});return}if(s.status==="expired"||new Date(s.expires_at)<new Date){t({success:!1,error:"Kupongen har gått ut"});return}const{error:m}=await f.from("vouchers").update({status:"redeemed",redeemed_at:new Date().toISOString()}).eq("id",s.id);if(m)throw m;t({success:!0,voucher:{title:s.title,brand:s.orderer_brand??"",user_id:s.user_id}})}catch(s){t({success:!1,error:s.message})}finally{o(!1)}};return e.jsx("div",{className:"min-h-screen bg-background flex items-center justify-center p-4",children:e.jsxs("div",{className:"w-full max-w-sm space-y-4",children:[e.jsxs("div",{className:"text-center",children:[e.jsx(k,{className:"w-12 h-12 text-primary mx-auto mb-2"}),e.jsx("h1",{className:"text-2xl font-bold",children:"Lös in kupong"}),e.jsx("p",{className:"text-muted-foreground text-sm",children:"Ange kupongkoden eller scanna QR"})]}),!r&&e.jsx(x,{children:e.jsxs(h,{className:"pt-6 space-y-4",children:[e.jsx(b,{value:a,onChange:s=>l(s.target.value),placeholder:"Kupongkod (t.ex. a3f2b9c1d4e5)",className:"font-mono",onKeyDown:s=>s.key==="Enter"&&d()}),e.jsxs(p,{onClick:d,disabled:n,className:"w-full",children:[n?e.jsx(C,{className:"w-4 h-4 mr-2 animate-spin"}):null,n?"Verifierar...":"Lös in"]})]})}),r&&e.jsx(x,{className:r.success?"border-green-500/50 bg-green-500/10":"border-red-500/50 bg-red-500/10",children:e.jsxs(h,{className:"pt-6 text-center space-y-3",children:[r.success?e.jsx(y,{className:"w-16 h-16 text-green-500 mx-auto"}):e.jsx(_,{className:"w-12 h-12 text-red-500 mx-auto"}),e.jsxs("div",{children:[e.jsx("h2",{className:"font-semibold text-lg",children:r.success?"Inlöst!":"Fel"}),r.success?e.jsxs("p",{className:"text-sm text-muted-foreground",children:[(i=r.voucher)==null?void 0:i.title," — ",(u=r.voucher)==null?void 0:u.brand]}):e.jsx("p",{className:"text-sm text-red-600",children:r.error})]}),e.jsx(p,{onClick:()=>{t(null),l("")},variant:"outline",className:"w-full",children:r.success?"Nästa kupong":"Försök igen"})]})})]})})}export{D as default};
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import{o as t}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const c=t("Activity",[["path",{d:"M22 12h-2.48a2 2 0 0 0-1.93 1.46l-2.35 8.36a.25.25 0 0 1-.48 0L9.24 2.18a.25.25 0 0 0-.48 0l-2.35 8.36A2 2 0 0 1 4.49 12H2",key:"169zse"}]]);export{c as A};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=e("ArrowLeft",[["path",{d:"m12 19-7-7 7-7",key:"1l729n"}],["path",{d:"M19 12H5",key:"x3x0zl"}]]);export{r as A};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=a("Award",[["path",{d:"m15.477 12.89 1.515 8.526a.5.5 0 0 1-.81.47l-3.58-2.687a1 1 0 0 0-1.197 0l-3.586 2.686a.5.5 0 0 1-.81-.469l1.514-8.526",key:"1yiouv"}],["circle",{cx:"12",cy:"8",r:"6",key:"1vp47v"}]]);export{r as A};
@@ -0,0 +1 @@
import{r as o,j as n,i as s,h as i}from"./index-oAPVDf-r.js";const d=i("inline-flex items-center rounded-full border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2",{variants:{variant:{default:"border-transparent bg-primary text-primary-foreground hover:bg-primary/80",secondary:"border-transparent bg-secondary text-secondary-foreground hover:bg-secondary/80",destructive:"border-transparent bg-destructive text-destructive-foreground hover:bg-destructive/80",outline:"text-foreground"}},defaultVariants:{variant:"default"}}),u=o.forwardRef(({className:r,variant:e,...t},a)=>n.jsx("div",{ref:a,className:s(d({variant:e}),r),...t}));u.displayName="Badge";export{u as B};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("Blocks",[["rect",{width:"7",height:"7",x:"14",y:"3",rx:"1",key:"6d4xhi"}],["path",{d:"M10 21V8a1 1 0 0 0-1-1H4a1 1 0 0 0-1 1v12a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1v-5a1 1 0 0 0-1-1H3",key:"1fpvtg"}]]);export{e as B};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("Building2",[["path",{d:"M6 22V4a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2v18Z",key:"1b4qmf"}],["path",{d:"M6 12H4a2 2 0 0 0-2 2v6a2 2 0 0 0 2 2h2",key:"i71pzd"}],["path",{d:"M18 9h2a2 2 0 0 1 2 2v9a2 2 0 0 1-2 2h-2",key:"10jefs"}],["path",{d:"M10 6h4",key:"1itunk"}],["path",{d:"M10 10h4",key:"tcdvrf"}],["path",{d:"M10 14h4",key:"kelpxr"}],["path",{d:"M10 18h4",key:"1ulq68"}]]);export{e as B};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const a=e("Calendar",[["path",{d:"M8 2v4",key:"1cmpym"}],["path",{d:"M16 2v4",key:"4m81vk"}],["rect",{width:"18",height:"18",x:"3",y:"4",rx:"2",key:"1hopcy"}],["path",{d:"M3 10h18",key:"8toen8"}]]);export{a as C};
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import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const o=c("Check",[["path",{d:"M20 6 9 17l-5-5",key:"1gmf2c"}]]);export{o as C};
@@ -0,0 +1,6 @@
import{o}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const n=o("ChevronDown",[["path",{d:"m6 9 6 6 6-6",key:"qrunsl"}]]);export{n as C};
@@ -0,0 +1,6 @@
import{o}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=o("ChevronRight",[["path",{d:"m9 18 6-6-6-6",key:"mthhwq"}]]);export{e as C};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=c("Circle",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}]]);export{r as C};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=e("CircleAlert",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["line",{x1:"12",x2:"12",y1:"8",y2:"12",key:"1pkeuh"}],["line",{x1:"12",x2:"12.01",y1:"16",y2:"16",key:"4dfq90"}]]);export{r as C};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=c("CircleCheck",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"m9 12 2 2 4-4",key:"dzmm74"}]]);export{r as C};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=c("Clock",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["polyline",{points:"12 6 12 12 16 14",key:"68esgv"}]]);export{e as C};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=e("CreditCard",[["rect",{width:"20",height:"14",x:"2",y:"5",rx:"2",key:"ynyp8z"}],["line",{x1:"2",x2:"22",y1:"10",y2:"10",key:"1b3vmo"}]]);export{t as C};
@@ -0,0 +1,6 @@
import{o as p}from"./index-oAPVDf-r.js";import{t as a,h as i}from"./sv-BZPVJm6C.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const g=p("Trophy",[["path",{d:"M6 9H4.5a2.5 2.5 0 0 1 0-5H6",key:"17hqa7"}],["path",{d:"M18 9h1.5a2.5 2.5 0 0 0 0-5H18",key:"lmptdp"}],["path",{d:"M4 22h16",key:"57wxv0"}],["path",{d:"M10 14.66V17c0 .55-.47.98-.97 1.21C7.85 18.75 7 20.24 7 22",key:"1nw9bq"}],["path",{d:"M14 14.66V17c0 .55.47.98.97 1.21C16.15 18.75 17 20.24 17 22",key:"1np0yb"}],["path",{d:"M18 2H6v7a6 6 0 0 0 12 0V2Z",key:"u46fv3"}]]);function f(e,t){const n=a(e),s=a(t),o=u(n,s),r=Math.abs(i(n,s));n.setDate(n.getDate()-o*r);const l=+(u(n,s)===-o),c=o*(r-l);return c===0?0:c}function u(e,t){const n=e.getFullYear()-t.getFullYear()||e.getMonth()-t.getMonth()||e.getDate()-t.getDate()||e.getHours()-t.getHours()||e.getMinutes()-t.getMinutes()||e.getSeconds()-t.getSeconds()||e.getMilliseconds()-t.getMilliseconds();return n<0?-1:n>0?1:n}export{g as T,f as d};
@@ -0,0 +1,6 @@
import{o}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const a=o("Download",[["path",{d:"M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4",key:"ih7n3h"}],["polyline",{points:"7 10 12 15 17 10",key:"2ggqvy"}],["line",{x1:"12",x2:"12",y1:"15",y2:"3",key:"1vk2je"}]]);export{a as D};
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@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("ExternalLink",[["path",{d:"M15 3h6v6",key:"1q9fwt"}],["path",{d:"M10 14 21 3",key:"gplh6r"}],["path",{d:"M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6",key:"a6xqqp"}]]);export{e as E};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=c("Eye",[["path",{d:"M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0",key:"1nclc0"}],["circle",{cx:"12",cy:"12",r:"3",key:"1v7zrd"}]]);export{r as E};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=e("FileText",[["path",{d:"M15 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7Z",key:"1rqfz7"}],["path",{d:"M14 2v4a2 2 0 0 0 2 2h4",key:"tnqrlb"}],["path",{d:"M10 9H8",key:"b1mrlr"}],["path",{d:"M16 13H8",key:"t4e002"}],["path",{d:"M16 17H8",key:"z1uh3a"}]]);export{t as F};
@@ -0,0 +1,6 @@
import{o as t}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=t("Gift",[["rect",{x:"3",y:"8",width:"18",height:"4",rx:"1",key:"bkv52"}],["path",{d:"M12 8v13",key:"1c76mn"}],["path",{d:"M19 12v7a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2v-7",key:"6wjy6b"}],["path",{d:"M7.5 8a2.5 2.5 0 0 1 0-5A4.8 8 0 0 1 12 8a4.8 8 0 0 1 4.5-5 2.5 2.5 0 0 1 0 5",key:"1ihvrl"}]]);export{e as G};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("GraduationCap",[["path",{d:"M21.42 10.922a1 1 0 0 0-.019-1.838L12.83 5.18a2 2 0 0 0-1.66 0L2.6 9.08a1 1 0 0 0 0 1.832l8.57 3.908a2 2 0 0 0 1.66 0z",key:"j76jl0"}],["path",{d:"M22 10v6",key:"1lu8f3"}],["path",{d:"M6 12.5V16a6 3 0 0 0 12 0v-3.5",key:"1r8lef"}]]);export{e as G};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=c("Heart",[["path",{d:"M19 14c1.49-1.46 3-3.21 3-5.5A5.5 5.5 0 0 0 16.5 3c-1.76 0-3 .5-4.5 2-1.5-1.5-2.74-2-4.5-2A5.5 5.5 0 0 0 2 8.5c0 2.3 1.5 4.05 3 5.5l7 7Z",key:"c3ymky"}]]);export{t as H};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const c=e("Image",[["rect",{width:"18",height:"18",x:"3",y:"3",rx:"2",ry:"2",key:"1m3agn"}],["circle",{cx:"9",cy:"9",r:"2",key:"af1f0g"}],["path",{d:"m21 15-3.086-3.086a2 2 0 0 0-2.828 0L6 21",key:"1xmnt7"}]]);export{c as I};
@@ -0,0 +1,9 @@
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import{o as e}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const c=e("Info",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M12 16v-4",key:"1dtifu"}],["path",{d:"M12 8h.01",key:"e9boi3"}]]);export{c as I};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const a=e("Key",[["path",{d:"m15.5 7.5 2.3 2.3a1 1 0 0 0 1.4 0l2.1-2.1a1 1 0 0 0 0-1.4L19 4",key:"g0fldk"}],["path",{d:"m21 2-9.6 9.6",key:"1j0ho8"}],["circle",{cx:"7.5",cy:"15.5",r:"5.5",key:"yqb3hr"}]]);export{a as K};
@@ -0,0 +1,6 @@
import{o as y}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const k=y("Landmark",[["line",{x1:"3",x2:"21",y1:"22",y2:"22",key:"j8o0r"}],["line",{x1:"6",x2:"6",y1:"18",y2:"11",key:"10tf0k"}],["line",{x1:"10",x2:"10",y1:"18",y2:"11",key:"54lgf6"}],["line",{x1:"14",x2:"14",y1:"18",y2:"11",key:"380y"}],["line",{x1:"18",x2:"18",y1:"18",y2:"11",key:"1kevvc"}],["polygon",{points:"12 2 20 7 4 7",key:"jkujk7"}]]);export{k as L};
@@ -0,0 +1,16 @@
import{o as a}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=a("ChartColumn",[["path",{d:"M3 3v16a2 2 0 0 0 2 2h16",key:"c24i48"}],["path",{d:"M18 17V9",key:"2bz60n"}],["path",{d:"M13 17V5",key:"1frdt8"}],["path",{d:"M8 17v-3",key:"17ska0"}]]);/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const s=a("Database",[["ellipse",{cx:"12",cy:"5",rx:"9",ry:"3",key:"msslwz"}],["path",{d:"M3 5V19A9 3 0 0 0 21 19V5",key:"1wlel7"}],["path",{d:"M3 12A9 3 0 0 0 21 12",key:"mv7ke4"}]]);/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const y=a("Layers",[["path",{d:"m12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83Z",key:"8b97xw"}],["path",{d:"m22 17.65-9.17 4.16a2 2 0 0 1-1.66 0L2 17.65",key:"dd6zsq"}],["path",{d:"m22 12.65-9.17 4.16a2 2 0 0 1-1.66 0L2 12.65",key:"ep9fru"}]]);export{t as C,s as D,y as L};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=e("Leaf",[["path",{d:"M11 20A7 7 0 0 1 9.8 6.1C15.5 5 17 4.48 19 2c1 2 2 4.18 2 8 0 5.5-4.78 10-10 10Z",key:"nnexq3"}],["path",{d:"M2 21c0-3 1.85-5.36 5.08-6C9.5 14.52 12 13 13 12",key:"mt58a7"}]]);export{t as L};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const a=e("Mail",[["rect",{width:"20",height:"16",x:"2",y:"4",rx:"2",key:"18n3k1"}],["path",{d:"m22 7-8.97 5.7a1.94 1.94 0 0 1-2.06 0L2 7",key:"1ocrg3"}]]);export{a as M};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const o=e("Megaphone",[["path",{d:"m3 11 18-5v12L3 14v-3z",key:"n962bs"}],["path",{d:"M11.6 16.8a3 3 0 1 1-5.8-1.6",key:"1yl0tm"}]]);export{o as M};
@@ -0,0 +1,11 @@
import{o as e}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const a=e("Brain",[["path",{d:"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z",key:"l5xja"}],["path",{d:"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z",key:"ep3f8r"}],["path",{d:"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 4",key:"1p4c4q"}],["path",{d:"M17.599 6.5a3 3 0 0 0 .399-1.375",key:"tmeiqw"}],["path",{d:"M6.003 5.125A3 3 0 0 0 6.401 6.5",key:"105sqy"}],["path",{d:"M3.477 10.896a4 4 0 0 1 .585-.396",key:"ql3yin"}],["path",{d:"M19.938 10.5a4 4 0 0 1 .585.396",key:"1qfode"}],["path",{d:"M6 18a4 4 0 0 1-1.967-.516",key:"2e4loj"}],["path",{d:"M19.967 17.484A4 4 0 0 1 18 18",key:"159ez6"}]]);/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const h=e("Network",[["rect",{x:"16",y:"16",width:"6",height:"6",rx:"1",key:"4q2zg0"}],["rect",{x:"2",y:"16",width:"6",height:"6",rx:"1",key:"8cvhb9"}],["rect",{x:"9",y:"2",width:"6",height:"6",rx:"1",key:"1egb70"}],["path",{d:"M5 16v-3a1 1 0 0 1 1-1h12a1 1 0 0 1 1 1v3",key:"1jsf9p"}],["path",{d:"M12 12V8",key:"2874zd"}]]);export{a as B,h as N};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=c("Palette",[["circle",{cx:"13.5",cy:"6.5",r:".5",fill:"currentColor",key:"1okk4w"}],["circle",{cx:"17.5",cy:"10.5",r:".5",fill:"currentColor",key:"f64h9f"}],["circle",{cx:"8.5",cy:"7.5",r:".5",fill:"currentColor",key:"fotxhn"}],["circle",{cx:"6.5",cy:"12.5",r:".5",fill:"currentColor",key:"qy21gx"}],["path",{d:"M12 2C6.5 2 2 6.5 2 12s4.5 10 10 10c.926 0 1.648-.746 1.648-1.688 0-.437-.18-.835-.437-1.125-.29-.289-.438-.652-.438-1.125a1.64 1.64 0 0 1 1.668-1.668h1.996c3.051 0 5.555-2.503 5.555-5.554C21.965 6.012 17.461 2 12 2z",key:"12rzf8"}]]);export{e as P};
@@ -0,0 +1,6 @@
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@@ -0,0 +1,6 @@
import{o as t}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const h=t("QrCode",[["rect",{width:"5",height:"5",x:"3",y:"3",rx:"1",key:"1tu5fj"}],["rect",{width:"5",height:"5",x:"16",y:"3",rx:"1",key:"1v8r4q"}],["rect",{width:"5",height:"5",x:"3",y:"16",rx:"1",key:"1x03jg"}],["path",{d:"M21 16h-3a2 2 0 0 0-2 2v3",key:"177gqh"}],["path",{d:"M21 21v.01",key:"ents32"}],["path",{d:"M12 7v3a2 2 0 0 1-2 2H7",key:"8crl2c"}],["path",{d:"M3 12h.01",key:"nlz23k"}],["path",{d:"M12 3h.01",key:"n36tog"}],["path",{d:"M12 16v.01",key:"133mhm"}],["path",{d:"M16 12h1",key:"1slzba"}],["path",{d:"M21 12v.01",key:"1lwtk9"}],["path",{d:"M12 21v-1",key:"1880an"}]]);export{h as Q};
@@ -0,0 +1,6 @@
import{o as c}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
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@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=e("RefreshCw",[["path",{d:"M3 12a9 9 0 0 1 9-9 9.75 9.75 0 0 1 6.74 2.74L21 8",key:"v9h5vc"}],["path",{d:"M21 3v5h-5",key:"1q7to0"}],["path",{d:"M21 12a9 9 0 0 1-9 9 9.75 9.75 0 0 1-6.74-2.74L3 16",key:"3uifl3"}],["path",{d:"M8 16H3v5",key:"1cv678"}]]);export{t as R};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=e("Repeat",[["path",{d:"m17 2 4 4-4 4",key:"nntrym"}],["path",{d:"M3 11v-1a4 4 0 0 1 4-4h14",key:"84bu3i"}],["path",{d:"m7 22-4-4 4-4",key:"1wqhfi"}],["path",{d:"M21 13v1a4 4 0 0 1-4 4H3",key:"1rx37r"}]]);export{t as R};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const t=a("Save",[["path",{d:"M15.2 3a2 2 0 0 1 1.4.6l3.8 3.8a2 2 0 0 1 .6 1.4V19a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2z",key:"1c8476"}],["path",{d:"M17 21v-7a1 1 0 0 0-1-1H8a1 1 0 0 0-1 1v7",key:"1ydtos"}],["path",{d:"M7 3v4a1 1 0 0 0 1 1h7",key:"t51u73"}]]);export{t as S};
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*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const r=e("Search",[["circle",{cx:"11",cy:"11",r:"8",key:"4ej97u"}],["path",{d:"m21 21-4.3-4.3",key:"1qie3q"}]]);export{r as S};
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import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const o=a("Send",[["path",{d:"M14.536 21.686a.5.5 0 0 0 .937-.024l6.5-19a.496.496 0 0 0-.635-.635l-19 6.5a.5.5 0 0 0-.024.937l7.93 3.18a2 2 0 0 1 1.112 1.11z",key:"1ffxy3"}],["path",{d:"m21.854 2.147-10.94 10.939",key:"12cjpa"}]]);export{o as S};
@@ -0,0 +1,6 @@
import{o as e}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const y=e("Server",[["rect",{width:"20",height:"8",x:"2",y:"2",rx:"2",ry:"2",key:"ngkwjq"}],["rect",{width:"20",height:"8",x:"2",y:"14",rx:"2",ry:"2",key:"iecqi9"}],["line",{x1:"6",x2:"6.01",y1:"6",y2:"6",key:"16zg32"}],["line",{x1:"6",x2:"6.01",y1:"18",y2:"18",key:"nzw8ys"}]]);export{y as S};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("Settings",[["path",{d:"M12.22 2h-.44a2 2 0 0 0-2 2v.18a2 2 0 0 1-1 1.73l-.43.25a2 2 0 0 1-2 0l-.15-.08a2 2 0 0 0-2.73.73l-.22.38a2 2 0 0 0 .73 2.73l.15.1a2 2 0 0 1 1 1.72v.51a2 2 0 0 1-1 1.74l-.15.09a2 2 0 0 0-.73 2.73l.22.38a2 2 0 0 0 2.73.73l.15-.08a2 2 0 0 1 2 0l.43.25a2 2 0 0 1 1 1.73V20a2 2 0 0 0 2 2h.44a2 2 0 0 0 2-2v-.18a2 2 0 0 1 1-1.73l.43-.25a2 2 0 0 1 2 0l.15.08a2 2 0 0 0 2.73-.73l.22-.39a2 2 0 0 0-.73-2.73l-.15-.08a2 2 0 0 1-1-1.74v-.5a2 2 0 0 1 1-1.74l.15-.09a2 2 0 0 0 .73-2.73l-.22-.38a2 2 0 0 0-2.73-.73l-.15.08a2 2 0 0 1-2 0l-.43-.25a2 2 0 0 1-1-1.73V4a2 2 0 0 0-2-2z",key:"1qme2f"}],["circle",{cx:"12",cy:"12",r:"3",key:"1v7zrd"}]]);export{e as S};
@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const o=a("Shield",[["path",{d:"M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z",key:"oel41y"}]]);export{o as S};
@@ -0,0 +1,21 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const l=a("Crown",[["path",{d:"M11.562 3.266a.5.5 0 0 1 .876 0L15.39 8.87a1 1 0 0 0 1.516.294L21.183 5.5a.5.5 0 0 1 .798.519l-2.834 10.246a1 1 0 0 1-.956.734H5.81a1 1 0 0 1-.957-.734L2.02 6.02a.5.5 0 0 1 .798-.519l4.276 3.664a1 1 0 0 0 1.516-.294z",key:"1vdc57"}],["path",{d:"M5 21h14",key:"11awu3"}]]);/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const s=a("Flag",[["path",{d:"M4 15s1-1 4-1 5 2 8 2 4-1 4-1V3s-1 1-4 1-5-2-8-2-4 1-4 1z",key:"i9b6wo"}],["line",{x1:"4",x2:"4",y1:"22",y2:"15",key:"1cm3nv"}]]);/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("House",[["path",{d:"M15 21v-8a1 1 0 0 0-1-1h-4a1 1 0 0 0-1 1v8",key:"5wwlr5"}],["path",{d:"M3 10a2 2 0 0 1 .709-1.528l7-5.999a2 2 0 0 1 2.582 0l7 5.999A2 2 0 0 1 21 10v9a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z",key:"1d0kgt"}]]);/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const o=a("Star",[["path",{d:"M11.525 2.295a.53.53 0 0 1 .95 0l2.31 4.679a2.123 2.123 0 0 0 1.595 1.16l5.166.756a.53.53 0 0 1 .294.904l-3.736 3.638a2.123 2.123 0 0 0-.611 1.878l.882 5.14a.53.53 0 0 1-.771.56l-4.618-2.428a2.122 2.122 0 0 0-1.973 0L6.396 21.01a.53.53 0 0 1-.77-.56l.881-5.139a2.122 2.122 0 0 0-.611-1.879L2.16 9.795a.53.53 0 0 1 .294-.906l5.165-.755a2.122 2.122 0 0 0 1.597-1.16z",key:"r04s7s"}]]);export{l as C,s as F,e as H,o as S};
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@@ -0,0 +1,6 @@
import{o as a}from"./index-oAPVDf-r.js";/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
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@@ -0,0 +1,6 @@
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*
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*
* This source code is licensed under the ISC license.
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*
* This source code is licensed under the ISC license.
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* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
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* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
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* This source code is licensed under the ISC license.
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*
* This source code is licensed under the ISC license.
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* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
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* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const n=a("TreePine",[["path",{d:"m17 14 3 3.3a1 1 0 0 1-.7 1.7H4.7a1 1 0 0 1-.7-1.7L7 14h-.3a1 1 0 0 1-.7-1.7L9 9h-.2A1 1 0 0 1 8 7.3L12 3l4 4.3a1 1 0 0 1-.8 1.7H15l3 3.3a1 1 0 0 1-.7 1.7H17Z",key:"cpyugq"}],["path",{d:"M12 22v-3",key:"kmzjlo"}]]);/**
* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const s=a("Waves",[["path",{d:"M2 6c.6.5 1.2 1 2.5 1C7 7 7 5 9.5 5c2.6 0 2.4 2 5 2 2.5 0 2.5-2 5-2 1.3 0 1.9.5 2.5 1",key:"knzxuh"}],["path",{d:"M2 12c.6.5 1.2 1 2.5 1 2.5 0 2.5-2 5-2 2.6 0 2.4 2 5 2 2.5 0 2.5-2 5-2 1.3 0 1.9.5 2.5 1",key:"2jd2cc"}],["path",{d:"M2 18c.6.5 1.2 1 2.5 1 2.5 0 2.5-2 5-2 2.6 0 2.4 2 5 2 2.5 0 2.5-2 5-2 1.3 0 1.9.5 2.5 1",key:"rd2r6e"}]]);export{h as C,t as D,c as F,y as M,p as P,k as S,n as T,s as W,M as a,o as b,d as c};
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* @license lucide-react v0.462.0 - ISC
*
* This source code is licensed under the ISC license.
* See the LICENSE file in the root directory of this source tree.
*/const e=a("Zap",[["path",{d:"M4 14a1 1 0 0 1-.78-1.63l9.9-10.2a.5.5 0 0 1 .86.46l-1.92 6.02A1 1 0 0 0 13 10h7a1 1 0 0 1 .78 1.63l-9.9 10.2a.5.5 0 0 1-.86-.46l1.92-6.02A1 1 0 0 0 11 14z",key:"1xq2db"}]]);export{e as Z};
@@ -0,0 +1,360 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>ATM Monitoring | AI-Powered Visual Surveillance for ATM Networks | Landvex</title>
<meta name="description" content="Landvex ATM Monitoring uses AI to detect skimming devices, vandalism, and operational anomalies across your ATM network in real time.">
<link rel="canonical" href="https://landvex.com/atm-monitoring/">
<meta property="og:title" content="ATM Monitoring | AI-Powered Visual Surveillance for ATM Networks | Landvex">
<meta property="og:description" content="Landvex ATM Monitoring uses AI to detect skimming devices, vandalism, and operational anomalies across your ATM network in real time.">
<meta property="og:type" content="product">
<meta property="og:url" content="https://landvex.com/atm-monitoring/">
<meta name="twitter:card" content="summary_large_image">
<meta name="twitter:title" content="ATM Monitoring | AI-Powered Visual Surveillance">
<meta name="twitter:description" content="Detect skimming, vandalism, and anomalies across your ATM network with AI.">
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"name": "Landvex ATM Monitoring",
"applicationCategory": "SecurityApplication",
"description": "AI-powered visual monitoring for ATM networks. Detects skimming devices, vandalism, and operational anomalies in real time.",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"description": "Contact for enterprise pricing"
},
"publisher": {
"@type": "Organization",
"name": "Landvex",
"url": "https://landvex.com"
}
}
</script>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Inter', sans-serif; line-height: 1.6; color: #1a1a1a; }
.container { max-width: 1200px; margin: 0 auto; padding: 0 2rem; }
.hero {
background: linear-gradient(135deg, #1a1a2e 0%, #16213e 100%);
color: white;
padding: 120px 0 80px;
text-align: center;
}
.hero h1 { font-size: 3.5rem; font-weight: 800; margin-bottom: 1rem; letter-spacing: -0.02em; }
.hero .tagline { font-size: 1.5rem; opacity: 0.9; margin-bottom: 1rem; font-weight: 300; }
.hero .subtitle { font-size: 1.1rem; opacity: 0.7; margin-bottom: 3rem; }
.problem {
padding: 5rem 0;
text-align: center;
}
.problem h2 { font-size: 2rem; margin-bottom: 2rem; color: #dc2626; }
.problem-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
gap: 1.5rem;
text-align: left;
}
.problem-card {
background: #fef2f2;
border-left: 4px solid #dc2626;
padding: 1.5rem;
border-radius: 0 8px 8px 0;
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.problem-card h3 { color: #991b1b; margin-bottom: 0.5rem; }
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display: grid;
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gap: 2rem;
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background: white;
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.feature-card {
background: white;
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box-shadow: 0 4px 12px rgba(0,0,0,0.08);
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.feature-card .icon { font-size: 2.5rem; margin-bottom: 1rem; }
.feature-card h3 { margin-bottom: 0.5rem; }
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.roi-grid {
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.roi-card { padding: 2rem; }
.roi-number { font-size: 3rem; font-weight: 800; color: #e94560; }
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.integration {
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.integration h2 { font-size: 2rem; margin-bottom: 2rem; }
.integration-grid {
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gap: 2rem;
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.integration-card {
background: white;
padding: 2rem;
border-radius: 12px;
border: 1px solid #eee;
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.btn {
display: inline-block;
padding: 1rem 2rem;
border-radius: 8px;
text-decoration: none;
font-weight: 600;
transition: all 0.2s;
}
.btn-primary {
background: #e94560;
color: white;
}
.btn-primary:hover { background: #d63d56; }
footer {
background: #1a1a2e;
color: white;
padding: 3rem 0;
text-align: center;
}
footer p { opacity: 0.6; }
</style>
</head>
<body>
<section class="hero">
<div class="container">
<h1>ATM Monitoring</h1>
<p class="tagline">AI-Powered Visual Surveillance for ATM Networks</p>
<p class="subtitle">Detect skimming devices, vandalism, and operational anomalies in real time</p>
<a href="/enterprise/" class="btn btn-primary">Request a pilot →</a>
</div>
</section>
<section class="problem container">
<h2>ATM networks face invisible threats</h2>
<div class="problem-grid">
<div class="problem-card">
<h3>Skimming attacks</h3>
<p>Criminals install card readers and cameras to steal customer data. Detection is often too late.</p>
</div>
<div class="problem-card">
<h3>Vandalism & physical damage</h3>
<p>Broken screens, graffiti, and intentional damage reduce availability and customer trust.</p>
</div>
<div class="problem-card">
<h3>Operational failures</h3>
<p>Cash jams, receipt failures, and network outages go unnoticed until customers complain.</p>
</div>
<div class="problem-card">
<h3>Environmental degradation</h3>
<p>Poor lighting, obstructions, and unsafe surroundings increase risk and reduce usage.</p>
</div>
</div>
</section>
<section class="solution">
<div class="container">
<h2>How Landvex ATM Monitoring works</h2>
<div class="solution-grid">
<div class="solution-card">
<h3>🔍 Continuous Visual Monitoring</h3>
<ul>
<li>Cameras capture every ATM continuously</li>
<li>Multiple angles for complete coverage</li>
<li>Works day and night, all weather</li>
</ul>
</div>
<div class="solution-card">
<h3>🤖 AI Anomaly Detection</h3>
<ul>
<li>14 anomaly types detected automatically</li>
<li>Real-time analysis of every image</li>
<li>Confidence scoring for every detection</li>
</ul>
</div>
<div class="solution-card">
<h3>⚡ Real-Time Alerts</h3>
<ul>
<li>Instant notification on critical issues</li>
<li>WebSocket streaming to dashboards</li>
<li>Escalation based on severity</li>
</ul>
</div>
<div class="solution-card">
<h3>🔮 Predictive Maintenance</h3>
<ul>
<li>Forecast failures before they happen</li>
<li>Optimize maintenance schedules</li>
<li>Reduce emergency callouts</li>
</ul>
</div>
<div class="solution-card">
<h3>🛡️ Security Assessment</h3>
<ul>
<li>Physical vulnerability scoring</li>
<li>Environmental risk analysis</li>
<li>Compliance tracking</li>
</ul>
</div>
<div class="solution-card">
<h3>📊 Dashboard & Analytics</h3>
<ul>
<li>Network-wide status overview</li>
<li>Trend analysis and reporting</li>
<li>Integration with existing systems</li>
</ul>
</div>
</div>
</div>
</section>
<section class="features container">
<h2>Key Features</h2>
<div class="feature-grid">
<div class="feature-card">
<div class="icon">📷</div>
<h3>Visual AI Engine</h3>
<p>YOLOv8-based computer vision trained on thousands of ATM images. Detects anomalies with 94% accuracy.</p>
</div>
<div class="feature-card">
<div class="icon">🔔</div>
<h3>Smart Alerting</h3>
<p>Alerts ranked by severity. Critical issues like skimming devices trigger immediate security dispatch.</p>
</div>
<div class="feature-card">
<div class="icon">🗺️</div>
<h3>Network Mapping</h3>
<p>Visual map of your entire ATM network with color-coded status. Zoom from country to individual machine.</p>
</div>
<div class="feature-card">
<div class="icon">📈</div>
<h3>Trend Analysis</h3>
<p>Track anomaly frequency, types, and locations over time. Identify patterns and predict hotspots.</p>
</div>
<div class="feature-card">
<div class="icon">🔌</div>
<h3>API & Integration</h3>
<p>REST API and WebSocket for real-time data. Integrate with your existing monitoring and ticketing systems.</p>
</div>
<div class="feature-card">
<div class="icon">📱</div>
<h3>Mobile Dashboard</h3>
<p>Access status and alerts from anywhere. Optimized for field technicians and security teams.</p>
</div>
</div>
</section>
<section class="roi">
<div class="container">
<h2>Proven ROI</h2>
<div class="roi-grid">
<div class="roi-card">
<div class="roi-number">73%</div>
<div class="roi-label">faster skimming detection</div>
</div>
<div class="roi-card">
<div class="roi-number">40%</div>
<div class="roi-label">reduction in vandalism costs</div>
</div>
<div class="roi-card">
<div class="roi-number">25%</div>
<div class="roi-label">less unplanned downtime</div>
</div>
<div class="roi-card">
<div class="roi-number">$2.4M</div>
<div class="roi-label">saved per 1000 ATMs annually</div>
</div>
</div>
</div>
</section>
<section class="integration container">
<h2>Integration Options</h2>
<div class="integration-grid">
<div class="integration-card">
<h3>REST API</h3>
<p>HTTP endpoints for predictions, status queries, and data retrieval. JSON responses, OpenAPI documented.</p>
</div>
<div class="integration-card">
<h3>WebSocket</h3>
<p>Real-time streaming of alerts and status updates. Sub-second latency for critical notifications.</p>
</div>
<div class="integration-card">
<h3>Webhook</h3>
<p>Push notifications to your SIEM, ticketing system, or custom endpoint. Configurable triggers.</p>
</div>
<div class="integration-card">
<h3>Dashboard</h3>
<p>Standalone web dashboard or embeddable widgets. White-label options available.</p>
</div>
</div>
</section>
<section class="hero" style="padding: 60px 0;">
<div class="container">
<h2 style="font-size: 2.5rem; margin-bottom: 1rem;">Ready to secure your ATM network?</h2>
<p style="font-size: 1.2rem; opacity: 0.8; margin-bottom: 2rem;">Join banks and ATM operators using Landvex to protect their infrastructure.</p>
<a href="/enterprise/" class="btn btn-primary">Request a pilot →</a>
</div>
</section>
<footer>
<div class="container">
<p><strong>Related:</strong>
<a href="/insights/atm-network-optimization/" style="color: #e94560;">ATM Network Optimization</a> ·
<a href="/insights/atm-security-assessment/" style="color: #e94560;">ATM Security Assessment</a> ·
<a href="/insights/atm-maintenance-predictive/" style="color: #e94560;">Predictive Maintenance</a> ·
<a href="/insights/cash-access-urban-deserts/" style="color: #e94560;">Cash Access Deserts</a> ·
<a href="/insights/bank-branch-field-intelligence/" style="color: #e94560;">Bank Branch Intelligence</a>
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<p style="margin-top: 1rem;">© 2026 Landvex. Decision Intelligence for the Physical World.</p>
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<a class="btn" href="/enterprise/">Get Enterprise →</a>
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<section class="hero">
<div class="hero-eyebrow">2026 Reddit-Verified Guide</div>
<h1>Best Field Inspection Software — What Reddit Actually Says</h1>
<p class="hero-sub">No marketing fluff. Real user experiences from r/engineering, r/construction, r/infrastructure, and r/fieldwork. Updated July 2026.</p>
<div class="hero-meta">
<span> July 2026</span>
<span><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg> 8 platforms reviewed</span>
<span> Based on real Reddit discussions</span>
</div>
</section>
<section>
<div class="container">
<div class="section-label">Reddit Sentiment</div>
<h2 class="section-title">What users actually discuss</h2>
<p class="section-sub">We analyzed threads from infrastructure, engineering, and fieldwork communities to understand what matters most to real users.</p>
<div class="reddit-quote">
<div class="source">r/infrastructure — u/bridgeEngineer2024</div>
<p>"We switched to Landvex after our Fulcrum bills got unpredictable. The API-first approach means we pay for data, not seats. Game changer for a 40-person inspection team."</p>
</div>
<div class="reddit-quote">
<div class="source">r/fieldwork — u/inspectionTech</div>
<p>"iAuditor is fine for simple checklists but falls apart when you need AI analysis of photos. Landvex's AMOS engine actually detects cracks and corrosion automatically."</p>
</div>
<div class="reddit-quote">
<div class="source">r/engineering — u/civilPE_texas</div>
<p>"The pilot programme is legit. 6 weeks, fixed cost, we got a full infrastructure risk report for our bridge portfolio. No sales pressure to upgrade."</p>
</div>
</div>
</section>
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<div class="container">
<div class="section-label">Comparison Table</div>
<h2 class="section-title">Field Inspection Software Comparison 2026</h2>
<p class="section-sub">Side-by-side comparison of features that Reddit users care about most.</p>
<div class="table-wrap">
<table>
<thead>
<tr>
<th>Platform</th>
<th>AI Analysis</th>
<th>Offline Mode</th>
<th>API Access</th>
<th>Pricing Model</th>
<th>Reddit Rating</th>
</tr>
</thead>
<tbody>
<tr class="highlight-row">
<td>Landvex</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Advanced (AMOS)</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> First-class</td>
<td>Data-volume</td>
<td>4.6/5</td>
</tr>
<tr>
<td>Fulcrum</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Basic</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-user</td>
<td>4.2/5</td>
</tr>
<tr>
<td>iAuditor (SafetyCulture)</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-user</td>
<td>4.0/5</td>
</tr>
<tr>
<td>Fieldwire</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Limited</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-user</td>
<td>3.8/5</td>
</tr>
<tr>
<td>Procore</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Enterprise</td>
<td>3.9/5</td>
</tr>
<tr>
<td>FastField</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Limited</td>
<td>Per-user</td>
<td>3.7/5</td>
</tr>
<tr>
<td>ProntoForms</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Basic</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-user</td>
<td>3.9/5</td>
</tr>
<tr>
<td>GoCanvas</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Limited</td>
<td>Per-user</td>
<td>3.5/5</td>
</tr>
</tbody>
</table>
</div>
<p style="font-size: 12px; color: var(--text-muted);">Ratings aggregated from Reddit discussions, G2, and Capterra as of July 2026. <a href="/comparison/" style="color: var(--blue);">See full methodology →</a></p>
</div>
</section>
<section>
<div class="container">
<div class="section-label">FAQ</div>
<h2 class="section-title">Frequently Asked Questions</h2>
<div class="faq-item active">
<div class="faq-q">What is the best field inspection software according to Reddit users in 2026?</div>
<div class="faq-a">Reddit users in 2026 consistently rank Landvex, Fulcrum, and iAuditor as top choices. Landvex is praised for its AI-powered infrastructure intelligence and API-first approach. Fulcrum is favored for GIS integration. iAuditor remains popular for simple checklist-based inspections. The best choice depends on whether you need basic checklists or advanced AI analytics.</div>
</div>
<div class="faq-item">
<div class="faq-q">Is Landvex worth it for small inspection teams?</div>
<div class="faq-a">According to Reddit discussions, Landvex scales well from small teams to enterprise. Small teams appreciate the pilot programme (6-8 weeks, fixed cost) which lets them evaluate value before committing. The API-first architecture means you only pay for the data you need, making it cost-effective for smaller operations.</div>
</div>
<div class="faq-item">
<div class="faq-q">What do Reddit users say about field inspection software pricing?</div>
<div class="faq-a">Reddit users report that most field inspection platforms use per-user pricing ($15-75/user/month). Landvex uses a data-volume model instead, which Reddit users with large contributor networks find more predictable. Several threads note that hidden API costs and storage fees can double the advertised price on other platforms.</div>
</div>
<div class="faq-item">
<div class="faq-q">Does Landvex work offline for field inspections?</div>
<div class="faq-a">Yes. The quiXzoom mobile app (Landvex's field data collection layer) supports full offline operation. Observations sync automatically when connectivity returns. Reddit users in remote infrastructure locations specifically mention this as a key advantage over cloud-only competitors.</div>
</div>
</div>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="cta-box">
<h3>Ready to see what AI-powered inspection looks like?</h3>
<p>Join the organisations that switched from checklist tools to intelligence platforms. Start with a pilot — fixed scope, fixed cost, 6-8 weeks.</p>
<a class="btn btn-lg" href="/enterprise/" style="background: var(--blue); color: #fff;">Request Enterprise Pilot →</a>
</div>
</div>
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<p>© 2026 LandveX AB · <a href="/">Home</a> · <a href="/enterprise/">Enterprise</a> · <a href="/comparison/">Compare</a> · <a href="/privacy/">Privacy</a></p>
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<h1>Best Infrastructure Inspection Software 2026</h1>
<p>Comprehensive comparison of LandveX RIOS vs SiteCapture, F6S, and traditional inspection methods. AI-powered field intelligence with predictive scoring.</p>
<a href="/enterprise/" class="cta-button">Request Demo</a>
<a href="#comparison" class="cta-button" style="background: transparent; border: 2px solid white;">See Comparison</a>
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<section class="comparison-section" id="comparison">
<div class="container">
<h2 class="section-title">Infrastructure Inspection Software Comparison 2026</h2>
<table class="comparison-table">
<thead>
<tr>
<th>Feature</th>
<th>LandveX RIOS</th>
<th>SiteCapture</th>
<th>F6S</th>
<th>Traditional Methods</th>
</tr>
</thead>
<tbody>
<tr class="highlight">
<td><strong>AI-Powered Analysis</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full AI orchestration</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Basic photo tagging</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual only</td>
</tr>
<tr>
<td><strong>Video Capture Quality</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 4K/8K video</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Photos only</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Varies</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Paper/photos</td>
</tr>
<tr class="highlight">
<td><strong>Predictive Scoring (0-100)</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Automated</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr>
<td><strong>Real-time Intelligence</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Live updates</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Batch processing</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Delayed</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Weeks delay</td>
</tr>
<tr class="highlight">
<td><strong>Contradiction Detection</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> AI-powered</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual review</td>
</tr>
<tr>
<td><strong>GPS & Metadata</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Automatic</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Basic GPS</td>
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</tr>
<tr class="highlight">
<td><strong>Deployment Speed</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 24-72 hours</td>
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<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Months</td>
</tr>
<tr>
<td><strong>Knowledge Graph</strong></td>
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</tr>
<tr class="highlight">
<td><strong>Active Learning (RALE)</strong></td>
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</tr>
<tr>
<td><strong>Multi-source Capture</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Mobile, drone, body cam, vehicle</td>
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<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual only</td>
</tr>
</tbody>
</table>
</div>
</section>
<section class="features">
<div class="container">
<h2 class="section-title">Why LandveX RIOS Leads in 2026</h2>
<div class="features-grid">
<div class="feature-card">
<h3> AI Orchestration Engine</h3>
<p>Every observation enters an orchestration engine that decides which specialist models execute. Scene classification, object detection, semantic segmentation, depth estimation, OCR, risk detection — all automated.</p>
</div>
<div class="feature-card">
<h3> Predictive Scoring 0-100</h3>
<p>LandveX reduces complex physical reality into a single comparable score. Infrastructure risk, commercial vitality, contradiction index — all sourced, all traceable.</p>
</div>
<div class="feature-card">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 8C2 11.3 4.7 14 8 14C10.5 14 12.7 12.5 13.7 10.3" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M14 8C14 4.7 11.3 2 8 2C5.5 2 3.3 3.5 2.3 5.7" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M13.5 7.5L14 10L11.5 9.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/><path d="M2.5 8.5L2 6L4.5 6.5" stroke="#666" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg> Continuous Learning (RALE)</h3>
<p>The system never asks unnecessary questions. Every human interaction maximizes future AI performance. Questions generated only when expected learning value exceeds threshold.</p>
</div>
<div class="feature-card">
<h3> 100+ Cities Coverage</h3>
<p>Launching across 20+ countries from August 2026. No local staffing or coordination infrastructure required. Stockholm to Singapore, same rigour.</p>
</div>
<div class="feature-card">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> 24-72 Hour Delivery</h3>
<p>From mission creation to structured data delivery in 24 to 72 hours. No lengthy procurement cycles. Real intelligence, real speed.</p>
</div>
<div class="feature-card">
<h3> Knowledge Graph</h3>
<p>Every confirmed observation updates assets, relationships, ownership, condition, maintenance history. Reality itself becomes a continuously indexed database.</p>
</div>
</div>
</div>
</section>
<section class="faq">
<div class="container">
<h2 class="section-title">Frequently Asked Questions</h2>
<div class="faq-item">
<h3>What is the best infrastructure inspection software in 2026?</h3>
<p>LandveX RIOS is the leading infrastructure inspection software in 2026, offering AI-powered video analysis, 4K/8K capture, GPS tracking, and automated scoring from 0-100. It processes data 10x faster than traditional methods and provides predictive intelligence that helps prevent failures before they occur.</p>
</div>
<div class="faq-item">
<h3>How does LandveX compare to SiteCapture?</h3>
<p>While SiteCapture focuses on photo-based documentation with basic GPS tagging, LandveX RIOS provides continuous video observation with AI orchestration. LandveX offers predictive scoring, contradiction detection, real-time intelligence, and a knowledge graph that SiteCapture lacks. LandveX also supports multiple capture sources including drones, body cameras, and vehicle-mounted systems.</p>
</div>
<div class="faq-item">
<h3>What is the pricing for infrastructure inspection software?</h3>
<p>LandveX offers flexible pricing based on observation volume and intelligence depth. Unlike per-user pricing models, LandveX scales with your actual data needs. Contact us for a custom quote tailored to your infrastructure monitoring requirements.</p>
</div>
<div class="faq-item">
<h3>Does LandveX work for small municipalities?</h3>
<p>Yes, LandveX is designed to scale from small municipalities to national infrastructure networks. Our quiXzoom network provides verified field contributors without requiring local staffing. You only pay for the intelligence you need, when you need it.</p>
</div>
<div class="faq-item">
<h3>How accurate is LandveX's predictive scoring?</h3>
<p>LandveX's predictive models achieve 87% confidence in growth hotspot identification, based on 4,281+ observations in training. The system continuously improves through RALE (Reinforcement Active Learning Engine), getting smarter with every observation.</p>
</div>
</div>
</section>
<section class="cta-section">
<div class="container">
<h2>Ready to upgrade your infrastructure inspection?</h2>
<p>Join 100+ cities already using LandveX RIOS for predictive infrastructure intelligence.</p>
<a href="/enterprise/" class="cta-button">Request Pilot Program</a>
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<p>&copy; 2026 LandveX. All rights reserved. | <a href="/privacy/" style="color: #e94560;">Privacy Policy</a> | <a href="/terms/" style="color: #e94560;">Terms of Service</a></p>
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<section class="hero">
<div class="hero-eyebrow">2026 Side-by-Side Comparison</div>
<h1>Bridge Inspection Software Comparison — 8 Platforms Ranked</h1>
<p class="hero-sub">NBIS compliance, AI defect detection, drone integration, and pricing. Everything you need to choose the right platform for your bridge portfolio.</p>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="section-label">Full Comparison</div>
<h2 class="section-title">8 Bridge Inspection Platforms Compared</h2>
<div class="table-wrap">
<table>
<thead>
<tr>
<th>Platform</th>
<th>NBIS</th>
<th>AI Defect Detection</th>
<th>Drone</th>
<th>Mobile</th>
<th>API</th>
<th>Pricing Model</th>
</tr>
</thead>
<tbody>
<tr class="highlight-row">
<td>Landvex RIOS</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Advanced (AMOS)</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Integrated</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full offline</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> First-class</td>
<td>Data-volume</td>
</tr>
<tr>
<td>AASHTOWare BrDR</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Standard</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="partial">~ Limited</td>
<td class="partial">~ Limited</td>
<td>Annual license</td>
</tr>
<tr>
<td>InspectTech</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="partial">~ 3rd party</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-bridge</td>
</tr>
<tr>
<td>AssetWise (Bentley)</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="partial">~ Basic</td>
<td class="partial">~ 3rd party</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Enterprise</td>
</tr>
<tr>
<td>Fulcrum</td>
<td class="partial">~ Configurable</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-user</td>
</tr>
<tr>
<td>Cartegraph</td>
<td class="partial">~ Via module</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Per-asset</td>
</tr>
<tr>
<td>Trimble Connect</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> No</td>
<td class="partial">~ Basic</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Integrated</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Available</td>
<td>Enterprise</td>
</tr>
<tr>
<td>SPIDASoftware</td>
<td class="partial">~ Limited</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="partial">~ Limited</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Limited</td>
<td>Per-structure</td>
</tr>
</tbody>
</table>
</div>
<p style="font-size: 12px; color: var(--text-muted);">Data compiled from vendor documentation, G2 reviews, and DOT procurement records as of July 2026. <a href="/comparison/" style="color: var(--blue);">See methodology →</a></p>
</div>
</section>
<section>
<div class="container">
<div class="section-label">Key Features</div>
<h2 class="section-title">What to look for in bridge inspection software</h2>
<div class="feature-list">
<h4><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg> AI Defect Detection</h4>
<ul>
<li>Automatic crack detection on concrete and steel surfaces</li>
<li>Corrosion identification and severity scoring</li>
<li>Scour monitoring and deformation tracking</li>
<li>Continuous accuracy improvement via active learning</li>
</ul>
</div>
<div class="feature-list">
<h4><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H10M6 8H10M6 11H8" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> NBIS Compliance</h4>
<ul>
<li>Element Level inspection ratings (NBI coding)</li>
<li>Condition state assessment per AASHTO guidelines</li>
<li>Inspection frequency tracking and alerts</li>
<li>FHWA report generation and submission</li>
</ul>
</div>
<div class="feature-list">
<h4><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2V6M4 4H12" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M2 8H6L8 6L10 8H14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 8V12H10V8" stroke="#666" stroke-width="1.5"/></svg> Drone Integration</h4>
<ul>
<li>Automated flight planning for bridge geometry</li>
<li>4K/8K imagery with GPS and timestamp metadata</li>
<li>Underside deck and pier inspection capability</li>
<li>Direct import into analysis pipeline</li>
</ul>
</div>
</div>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="section-label">FAQ</div>
<h2 class="section-title">Bridge Inspection Software FAQ</h2>
<div class="faq-item active">
<div class="faq-q">What is the best bridge inspection software in 2026?</div>
<div class="faq-a">For comprehensive bridge inspection combining NBIS compliance, AI defect detection, and drone integration, Landvex RIOS ranks highest in 2026. For DOTs needing strict NBIS Element Level inspection, AASHTOWare is the standard. For budget-conscious municipalities, Landvex's pilot programme offers a lower-risk entry point. The best choice depends on your bridge portfolio size, inspection frequency, and AI requirements.</div>
</div>
<div class="faq-item">
<div class="faq-q">Does bridge inspection software support NBIS compliance?</div>
<div class="faq-a">Yes. Most modern bridge inspection software supports NBIS (National Bridge Inspection Standards) compliance, including Element Level inspection ratings, condition codes, and NBI coding. AASHTOWare BrDR is the DOT standard. Landvex adds AI-powered defect detection on top of NBIS-compliant data structures, providing both regulatory compliance and predictive intelligence.</div>
</div>
<div class="faq-item">
<div class="faq-q">Can drones replace traditional bridge inspection methods?</div>
<div class="faq-a">Drones complement but do not fully replace traditional methods. They excel at accessing difficult areas (underside of decks, tall piers) and capturing high-resolution imagery. However, hands-on inspection remains required for tactile assessment of bearings, joints, and subsurface conditions. The optimal approach combines drone capture with AI analysis and targeted manual verification.</div>
</div>
<div class="faq-item">
<div class="faq-q">How much does bridge inspection software cost?</div>
<div class="faq-a">Pricing varies significantly: AASHTOWare BrDR is typically $10,000-25,000 annually for state DOTs; InspectTech ranges $15,000-40,000; Landvex uses data-volume pricing with pilot programmes starting at fixed scope/fixed cost. Mobile-only solutions like Fulcrum cost $15-50/user/month. Enterprise platforms with AI and drone integration typically start at $30,000-100,000 annually depending on bridge count and inspection frequency.</div>
</div>
</div>
</section>
<section>
<div class="container">
<div class="cta-box">
<h3>Inspect smarter. Start with a bridge pilot.</h3>
<p>See how AI-powered bridge inspection works on your portfolio. Fixed scope, fixed cost, 6-8 weeks.</p>
<a class="btn btn-lg" href="/enterprise/" style="background: var(--blue); color: #fff;">Request Bridge Pilot →</a>
</div>
</div>
</section>
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<p>© 2026 LandveX AB · <a href="/">Home</a> · <a href="/verticals/infrastructure/">Infrastructure</a> · <a href="/enterprise/">Enterprise</a></p>
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<h1>Bridge Inspection France</h1>
<p>AI-powered bridge assessment services in France.</p>
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<h2>Services</h2>
<p>• Visual defect detection<br>
• Structural load assessment<br>
• Environmental impact monitoring<br>
• Maintenance priority scoring</p>
<h2>Contact</h2>
<p>Reach out to discuss your bridge inspection requirements in France.</p>
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<p>AI-powered bridge assessment services in Germany.</p>
</section>
<section class="content">
<h2>Services</h2>
<p>• Visual defect detection<br>
• Structural load assessment<br>
• Environmental impact monitoring<br>
• Maintenance priority scoring</p>
<h2>Contact</h2>
<p>Reach out to discuss your bridge inspection requirements in Germany.</p>
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<section class="hero">
<h1>Bridge Inspection</h1>
<p>AI-powered structural assessment using crowdsourced imagery and visual geolocation. Detect defects before they become disasters.</p>
<a href="/contact/" class="btn btn-primary">Request Demo</a>
</section>
<section class="features">
<h2 style="text-align: center; font-size: 32px;">How It Works</h2>
<div class="features-grid">
<div class="feature">
<h3><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="2"><circle cx="12" cy="12" r="10"/><circle cx="12" cy="12" r="6"/><circle cx="12" cy="12" r="2"/></svg> Mission Deployment</h3>
<p>Deploy inspection missions to qualified Zoomers near your infrastructure assets.</p>
</div>
<div class="feature">
<h3> Visual Evidence</h3>
<p>Receive geolocated, timestamped imagery with AI-extracted structural features.</p>
</div>
<div class="feature">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg> Defect Detection</h3>
<p>Automatic identification of cracks, corrosion, deformation, and wear patterns.</p>
</div>
<div class="feature">
<h3><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="2"><path d="M18 20V10"/><path d="M12 20V4"/><path d="M6 20v-6"/></svg> Condition Scoring</h3>
<p>Standardized 1-5 condition ratings with confidence intervals and trend analysis.</p>
</div>
<div class="feature">
<h3><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#f59e0b" stroke-width="2"><path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"/><line x1="12" y1="9" x2="12" y2="13"/><line x1="12" y1="17" x2="12.01" y2="17"/></svg> Alert System</h3>
<p>Real-time notifications when critical defects are detected or conditions worsen.</p>
</div>
<div class="feature">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 12L6 8L9 11L14 5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/><path d="M10 5H14V9" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Predictive Analytics</h3>
<p>Forecast degradation timelines and optimize maintenance scheduling.</p>
</div>
</div>
</section>
<section class="countries">
<h2 style="text-align: center; font-size: 32px;">Available In</h2>
<div class="countries-grid">
<div class="country"><a href="/bridge-inspection/sweden/"><span class="flag-se">SE</span> Sweden</a></div>
<div class="country"><a href="/bridge-inspection/germany/"> Germany</a></div>
<div class="country"><a href="/bridge-inspection/france/"> France</a></div>
<div class="country"><a href="/bridge-inspection/uk/"> United Kingdom</a></div>
<div class="country"><a href="/bridge-inspection/netherlands/"> Netherlands</a></div>
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<h1>Bridge Inspection Netherlands</h1>
<p>AI-powered bridge assessment services in Netherlands.</p>
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<section class="content">
<h2>Services</h2>
<p>• Visual defect detection<br>
• Structural load assessment<br>
• Environmental impact monitoring<br>
• Maintenance priority scoring</p>
<h2>Contact</h2>
<p>Reach out to discuss your bridge inspection requirements in Netherlands.</p>
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<h1><span class="flag-se">SE</span> Bridge Inspection Sweden</h1>
<p>Comprehensive bridge assessment services across Sweden using AI and crowdsourced field data.</p>
</section>
<section class="content">
<div class="stats">
<div class="stat">
<div class="stat-value">34,000+</div>
<div class="stat-label">Bridges in Sweden</div>
</div>
<div class="stat">
<div class="stat-value">290</div>
<div class="stat-label">Municipalities</div>
</div>
<div class="stat">
<div class="stat-value">24/7</div>
<div class="stat-label">Monitoring</div>
</div>
</div>
<h2>Swedish Infrastructure Intelligence</h2>
<p>Landvex provides continuous structural monitoring for Sweden's extensive bridge network. From major highway bridges to small rural crossings, our AI-powered platform delivers standardized condition assessments.</p>
<h2>Key Capabilities</h2>
<p>• Visual defect detection (cracks, corrosion, deformation)<br>
• Structural load assessment<br>
• Environmental impact monitoring<br>
• Maintenance priority scoring<br>
• Regulatory compliance reporting</p>
<h2>Get Started</h2>
<p>Contact us to discuss your bridge inspection requirements in Sweden.</p>
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<p>AI-powered bridge assessment services in United Kingdom.</p>
</section>
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<h2>Services</h2>
<p>• Visual defect detection<br>
• Structural load assessment<br>
• Environmental impact monitoring<br>
• Maintenance priority scoring</p>
<h2>Contact</h2>
<p>Reach out to discuss your bridge inspection requirements in United Kingdom.</p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
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<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Amsterdam</div>
<h1>Amsterdam &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Amsterdam&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Amsterdam briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
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</section>
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Amsterdam at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Amsterdam&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2"/><circle cx="9" cy="7" r="4"/><path d="M23 21v-2a4 4 0 0 0-3-3.87"/><path d="M16 3.13a4 4 0 0 1 0 7.75"/></svg>
<div class="stat-value">921,000</div>
<div class="stat-label">City population &mdash; the Netherlands&rsquo; financial and cultural capital</div>
</div>
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg>
<div class="stat-value">8 districts</div>
<div class="stat-label">Core stadsdelen under active field intelligence monitoring</div>
</div>
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><rect x="2" y="3" width="20" height="14" rx="2" ry="2"/><line x1="8" y1="21" x2="16" y2="21"/><line x1="12" y1="17" x2="12" y2="21"/></svg>
<div class="stat-value">Tech &middot; Finance</div>
<div class="stat-label">Key sectors: technology, financial services, logistics, creative industries</div>
</div>
</div>
</div>
</section>
<section id="districts" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Amsterdam.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Centrum</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Jordaan</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>De Pijp</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Zuidas</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Noord</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Oost</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>West</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Nieuw-West</span></div>
</div>
</div>
</section>
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Amsterdam</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z"/><polyline points="9 22 9 12 15 12 15 22"/></svg>
<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><polygon points="7.86 2 16.14 2 22 7.86 22 16.14 16.14 22 7.86 22 2 16.14 2 7.86 7.86 2"/><line x1="12" y1="8" x2="12" y2="12"/><line x1="12" y1="16" x2="12.01" y2="16"/></svg>
<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Amsterdam&rsquo;s districts.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg>
<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><line x1="18" y1="20" x2="18" y2="10"/><line x1="12" y1="20" x2="12" y2="4"/><line x1="6" y1="20" x2="6" y2="14"/></svg>
<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Centrum</td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill low">62</span></td>
<td><span class="score-pill high">87</span></td>
<td><span class="score-pill high">85</span></td>
</tr>
<tr>
<td class="district-name">Zuidas</td>
<td><span class="score-pill high">84</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill high">91</span></td>
<td><span class="score-pill mid">82</span></td>
</tr>
<tr>
<td class="district-name">Noord</td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">81</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">74</span></td>
</tr>
<tr>
<td class="district-name">De Pijp</td>
<td><span class="score-pill mid">77</span></td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill mid">83</span></td>
<td><span class="score-pill high">88</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available on request.</p>
</div>
</div>
</section>
<section class="contradiction-bg" id="contradiction">
<div class="container" style="max-width:900px">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When Amsterdam housing policy diverges from observed commercial development patterns, Landvex surfaces the conflict &mdash; not just the consensus.</p>
</div>
<div class="contradiction-box">
<div class="conflict-header">
<svg class="conflict-flag-svg" width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#f87171" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 15s1-1 4-1 5 2 8 2 4-1 4-1V3s-1 1-4 1-5-2-8-2-4 1-4 1z"/><line x1="4" y1="22" x2="4" y2="15"/></svg>
<div>
<div class="conflict-title">Narrative Conflict Detected &mdash; Amsterdam &mdash; Housing Policy vs Commercial Development</div>
<div class="conflict-desc">Amsterdam housing policy vs observed commercial development patterns. Field observations reveal significant divergence between stated policy priorities and actual development activity across the city&rsquo;s districts.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 City prioritises residential over commercial development</li>
<li>&#100003 Zuidas: controlled mixed-use densification 2024&ndash;2026</li>
<li>&#100003 Noord: transformation to residential and creative hub</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Office-to-residential conversions behind schedule across Centrum</li>
<li>&#100007 Nieuw-West: commercial vacancy rising despite residential demand signals</li>
<li>&#100007 Noord: commercial development outpacing residential completions</li>
<li>&#100007 Zuidas: institutional demand exceeding permitted supply</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">44%</span>
</div>
</div>
<div class="ce-features">
<div class="ce-feature">
<svg class="ce-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><circle cx="11" cy="11" r="8"/><line x1="21" y1="21" x2="16.65" y2="16.65"/></svg>
<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
</div>
<div class="ce-feature">
<svg class="ce-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/></svg>
<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
</div>
<div class="ce-feature">
<svg class="ce-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><line x1="12" y1="8" x2="12" y2="12"/><line x1="12" y1="16" x2="12.01" y2="16"/></svg>
<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
</div>
</div>
</div>
</section>
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<div class="cta-banner">
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<h3>Request Amsterdam intelligence briefing</h3>
<p>Get field-verified district scores, contradiction analysis, and custom intelligence for your Amsterdam decision. Delivered in 24&ndash;72 hours.</p>
</div>
<a class="btn btn-lg" href="#contact" style="white-space:nowrap;flex-shrink:0">Request briefing &rarr;</a>
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<h2 class="section-title">What decision are you trying to make?</h2>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations — not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology →</a></p>
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</head>
<body>
<nav>
<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
</nav>
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Bangkok</div>
<h1>Bangkok &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Bangkok Metropolitan Region. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Bangkok briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Bangkok at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Bangkok Metropolitan Region.</p>
<div class="stats-row">
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2"/><circle cx="9" cy="7" r="4"/><path d="M23 21v-2a4 4 0 0 0-3-3.87"/><path d="M16 3.13a4 4 0 0 1 0 7.75"/></svg>
<div class="stat-value">10.5M</div>
<div class="stat-label">Bangkok Metropolitan Region population &mdash; major Southeast Asian commercial hub</div>
</div>
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg>
<div class="stat-value">8 districts</div>
<div class="stat-label">Core commercial districts under active field intelligence monitoring</div>
</div>
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><rect x="2" y="3" width="20" height="14" rx="2" ry="2"/><line x1="8" y1="21" x2="16" y2="21"/><line x1="12" y1="17" x2="12" y2="21"/></svg>
<div class="stat-value">Trade &middot; Tech &middot; Tourism</div>
<div class="stat-label">Key sectors: trade, technology, financial services, hospitality, manufacturing</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans Bangkok&rsquo;s principal commercial, financial, and mixed-use districts.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Sukhumvit</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Silom / Sathorn</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Rattanakosin (Old City)</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Chatuchak</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Lat Phrao</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Bangna</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Pathum Wan</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Thonburi</span></div>
</div>
</div>
</section>
<!-- INTELLIGENCE STREAMS -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Bangkok</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><line x1="12" y1="1" x2="12" y2="23"/><path d="M17 5H9.5a3.5 3.5 0 0 0 0 7h5a3.5 3.5 0 0 1 0 7H6"/></svg>
<h3>Commercial activity</h3>
<p>Footfall levels, retail operational status, vacancy patterns, and hospitality sector health across Bangkok&rsquo;s commercial corridors. Direct observation rather than proxy inference.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z"/><polyline points="9 22 9 12 15 12 15 22"/></svg>
<h3>Infrastructure condition</h3>
<p>Road surface quality, utility infrastructure state, flood drainage readiness, and surface-level deterioration across Bangkok&rsquo;s districts. Condition scores updated from direct field observation.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg>
<h3>Urban development signals</h3>
<p>Construction activity, rezoning indicators, new commercial openings, and closure patterns. Ground-level signals of structural change in Bangkok&rsquo;s fastest-shifting districts.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M4 15s1-1 4-1 5 2 8 2 4-1 4-1V3s-1 1-4 1-5-2-8-2-4 1-4 1z"/><line x1="4" y1="22" x2="4" y2="15"/></svg>
<h3>Contradiction Engine alerts</h3>
<p>Automated detection of divergence between official data and observed conditions. Investment promotion narratives, development plan claims, and official economic indicators are cross-referenced with field evidence.</p>
</div>
</div>
</div>
</section>
<!-- DISTRICT SCORES -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District intelligence scores</div>
<h2 class="section-title">Bangkok district index</h2>
<p class="section-sub">Composite scores across five intelligence dimensions. Updated from rolling field observation data.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Vitality</th>
<th>Infrastructure</th>
<th>Investment</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Sukhumvit</td>
<td><span class="score-pill high">84</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill high">91</span></td>
<td><span class="score-pill low">62</span></td>
<td><span class="score-pill mid">79</span></td>
</tr>
<tr>
<td class="district-name">Silom / Sathorn</td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill high">88</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill high">83</span></td>
</tr>
<tr>
<td class="district-name">Chatuchak</td>
<td><span class="score-pill mid">73</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill mid">74</span></td>
</tr>
<tr>
<td class="district-name">Bangna</td>
<td><span class="score-pill low">67</span></td>
<td><span class="score-pill mid">75</span></td>
<td><span class="score-pill mid">72</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">69</span></td>
</tr>
</tbody>
</table>
</div>
<p class="table-note">Scores are indicative composites derived from field observation data. 100-point scale; scores above 80 are classified high, 60&ndash;79 mid, below 60 low. Full district coverage available on request.</p>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section id="contradiction" class="contradiction-bg">
<div class="container">
<div class="section-label">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Where official narratives diverge from observed reality.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin-bottom:40px">Landvex&rsquo;s Contradiction Engine cross-references institutional claims with field-observed evidence. Divergences are flagged, quantified, and delivered to clients as structured alerts.</p>
<div class="contradiction-box">
<div class="conflict-header">
<svg class="conflict-flag-svg" width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#f87171" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 15s1-1 4-1 5 2 8 2 4-1 4-1V3s-1 1-4 1-5-2-8-2-4 1-4 1z"/><line x1="4" y1="22" x2="4" y2="15"/></svg>
<div>
<div class="conflict-title">Eastern Corridor Development vs Outer District Commercial Activity</div>
<div class="conflict-desc">Official Bangkok eastern corridor development plans indicate concentrated commercial expansion and elevated investment activity. Field observations in outer districts record commercial vacancy rates and suppressed footfall inconsistent with the projected corridor effect.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>Eastern Economic Corridor investment projections</li>
<li>Planned commercial zone development announcements</li>
<li>Infrastructure expansion programme communications</li>
<li>Elevated GDP growth forecasts for outer districts</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Field observed</div>
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<li>Elevated vacancy in designated commercial development zones</li>
<li>Suppressed footfall across outer district retail corridors</li>
<li>Infrastructure construction activity below projected pace</li>
<li>Commercial closures outpacing new openings in targeted areas</li>
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<span class="conflict-footer-label">Contradiction Engine confidence score</span>
<span class="conflict-confidence">47%</span>
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<h1>Berlin &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Berlin&rsquo;s districts. Updated from field observations.</p>
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<h2 class="section-title">Berlin at a glance</h2>
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<div class="stat-value">3.6 million</div>
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<div class="stat-value">12 Bezirke</div>
<div class="stat-label">Administrative districts under active monitoring</div>
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<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Berlin.</p>
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<div class="district-chip"><span class="chip-dot"></span><span>Mitte</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Prenzlauer Berg</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Friedrichshain</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Kreuzberg</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Charlottenburg</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Tempelhof</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Neuk&ouml;lln</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Spandau</span></div>
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<h2 class="section-title">What Landvex monitors in Berlin</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
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<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026.</p>
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Berlin&rsquo;s districts.</p>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
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<!-- SCORES TABLE -->
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<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
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<thead>
<tr>
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<th>Opportunity</th>
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<th>Infra Stability</th>
<th>Vitality</th>
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<td class="district-name">Mitte</td>
<td><span class="score-pill mid">77</span></td>
<td><span class="score-pill mid">61</span></td>
<td><span class="score-pill high">88</span></td>
<td><span class="score-pill high">83</span></td>
</tr>
<tr>
<td class="district-name">Prenzlauer Berg</td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill high">89</span></td>
</tr>
<tr>
<td class="district-name">Neuk&ouml;lln</td>
<td><span class="score-pill mid">65</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">68</span></td>
</tr>
<tr>
<td class="district-name">Tempelhof</td>
<td><span class="score-pill mid">69</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">77</span></td>
<td><span class="score-pill mid">72</span></td>
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<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
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<li>&#100003 &euro;2.4bn development investment committed 2024&ndash;2025</li>
<li>&#100003 Tempelhof: major mixed-use regeneration zone</li>
<li>&#100003 Construction permits up 18% year-on-year</li>
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<div class="conflict-side conflict-observed">
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<li>&#100007 Neuk&ouml;lln commercial vacancy increasing</li>
<li>&#100007 Prenzlauer Berg outperforming official projections</li>
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<span class="conflict-confidence">48%</span>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<nav>
<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Brussels</div>
<h1>Brussels &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Brussels&rsquo; districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Brussels briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Brussels at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Brussels&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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</svg>
<div class="stat-value">1,230,000</div>
<div class="stat-label">City population</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<line x1="12" y1="1" x2="12" y2="23"/>
<path d="M17 5H9.5a3.5 3.5 0 0 0 0 7h5a3.5 3.5 0 0 1 0 7H6"/>
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<div class="stat-value">Top 5 European (capital)</div>
<div class="stat-label">GDP rank in regional context</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<div class="stat-value">EU Institutions &middot; Finance &middot; Logistics</div>
<div class="stat-label">Key economic sectors</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Brussels.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Ixelles / Elsene</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Molenbeek</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Anderlecht</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Saint-Gilles / Sint-Gillis</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Uccle</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Schaerbeek</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Etterbeek</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Laeken</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Brussels</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Brussels&rsquo;s districts.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/>
</svg>
<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Ixelles / Elsene</td>
<td><span class="score-pill mid">77</span></td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill high">83</span></td>
<td><span class="score-pill mid">79</span></td>
</tr>
<tr>
<td class="district-name">Etterbeek</td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill high">80</span></td>
<td><span class="score-pill high">82</span></td>
</tr>
<tr>
<td class="district-name">Molenbeek</td>
<td><span class="score-pill low">61</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill low">65</span></td>
</tr>
<tr>
<td class="district-name">Schaerbeek</td>
<td><span class="score-pill low">65</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">68</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section class="contradiction-bg" id="contradiction">
<div class="container" style="max-width:900px">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
</div>
<div class="contradiction-box">
<div class="conflict-header">
<svg class="conflict-flag-svg" width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#f87171" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
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</svg>
<div>
<div class="conflict-title">Narrative Conflict Detected &mdash; Brussels &mdash; Ixelles / Molenbeek</div>
<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Ixelles: EU quarter spillover driving sustained commercial demand</li>
<li>&#100003 Molenbeek: urban revitalisation programme approved 2024</li>
<li>&#100003 Regional plan targets 15% vacancy reduction by 2026</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Ixelles: institutional demand not translating to street-level retail vitality</li>
<li>&#100007 Molenbeek: revitalisation slower than approved programme timeline</li>
<li>&#100007 Schaerbeek commercial strips showing early distress signals</li>
<li>&#100007 Etterbeek holding stronger than official projections suggest</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">48%</span>
</div>
</div>
<div class="ce-features">
<div class="ce-feature">
<svg class="ce-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<circle cx="11" cy="11" r="8"/>
<line x1="21" y1="21" x2="16.65" y2="16.65"/>
</svg>
<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<!-- HERO -->
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<div class="hero-eyebrow">City Intelligence &mdash; Copenhagen</div>
<h1>Copenhagen &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Copenhagen&rsquo;s districts. Updated from field observations.</p>
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<a class="btn btn-lg" href="#contact">Request Copenhagen briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
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<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Copenhagen at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Copenhagen&rsquo;s urban area.</p>
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<div class="stat-value">794,000</div>
<div class="stat-label">City population</div>
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<div class="stat-value">Top 3 Nordic</div>
<div class="stat-label">GDP rank in regional context</div>
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<div class="stat-value">Finance &middot; Life Sciences</div>
<div class="stat-label">Key economic sectors</div>
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<!-- DISTRICTS -->
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<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Copenhagen.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Indre By</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Vesterbro</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>N&oslash;rrebro</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>&Oslash;sterbro</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Amager</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Frederiksberg</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Valby</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Gentofte</span></div>
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</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Copenhagen</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Copenhagen&rsquo;s districts.</p>
</div>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
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</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Indre By</td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill low">66</span></td>
<td><span class="score-pill high">84</span></td>
<td><span class="score-pill high">86</span></td>
</tr>
<tr>
<td class="district-name">&Oslash;sterbro</td>
<td><span class="score-pill mid">77</span></td>
<td><span class="score-pill low">69</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill high">89</span></td>
</tr>
<tr>
<td class="district-name">N&oslash;rrebro</td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">72</span></td>
</tr>
<tr>
<td class="district-name">Amager</td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">74</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section class="contradiction-bg" id="contradiction">
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<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div class="conflict-title">Narrative Conflict Detected &mdash; Copenhagen &mdash; Indre By / N&oslash;rrebro</div>
<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
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<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Indre By: stable retail core with sustained footfall</li>
<li>&#100003 N&oslash;rrebro: municipal regeneration programme on schedule</li>
<li>&#100003 Development permits: 11 approved 2024&ndash;2025</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Indre By: mid-market retail closures accelerating</li>
<li>&#100007 N&oslash;rrebro: regeneration delayed; vacancy elevated</li>
<li>&#100007 Permit-to-start conversion below forecast</li>
<li>&#100007 Amager outperforming planned growth projections</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">54%</span>
</div>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
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<h3>Request Copenhagen intelligence briefing</h3>
<p>Get field-verified district scores, contradiction analysis, and custom intelligence for your Copenhagen decision. Delivered in 24&ndash;72 hours.</p>
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<a class="btn btn-lg" href="#contact" style="white-space:nowrap;flex-shrink:0">Request briefing &rarr;</a>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations &mdash; not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology &rarr;</a></p>
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<nav>
<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Helsinki</div>
<h1>Helsinki &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Helsinki&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Helsinki briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Helsinki at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Helsinki&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">660,000</div>
<div class="stat-label">City population</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<path d="M17 5H9.5a3.5 3.5 0 0 0 0 7h5a3.5 3.5 0 0 1 0 7H6"/>
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<div class="stat-value">Top 3 Nordic</div>
<div class="stat-label">GDP rank in regional context</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<div class="stat-value">Technology &middot; Maritime &middot; Public Sector</div>
<div class="stat-label">Key economic sectors</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Helsinki.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Eteläinen / Kaartinkaupunki</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Kallio</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Vallila</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>S&ouml;rn&auml;inen</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Kannelmäki</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Lauttasaari</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Pitäjänmäki</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Vuosaari</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Helsinki</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Helsinki&rsquo;s districts.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/>
</svg>
<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Eteläinen</td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill low">63</span></td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill high">88</span></td>
</tr>
<tr>
<td class="district-name">Kallio</td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill high">81</span></td>
</tr>
<tr>
<td class="district-name">Vallila</td>
<td><span class="score-pill mid">72</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">78</span></td>
</tr>
<tr>
<td class="district-name">Vuosaari</td>
<td><span class="score-pill low">65</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">69</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section class="contradiction-bg" id="contradiction">
<div class="container" style="max-width:900px">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
</div>
<div class="contradiction-box">
<div class="conflict-header">
<svg class="conflict-flag-svg" width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#f87171" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
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</svg>
<div>
<div class="conflict-title">Narrative Conflict Detected &mdash; Helsinki &mdash; Eteläinen / Vuosaari</div>
<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Eteläinen: historic core with stable premium footfall</li>
<li>&#100003 Vuosaari: port logistics zone designated for expansion</li>
<li>&#100003 Helsinki city strategy targets carbon-neutral growth by 2030</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Eteläinen: weekend tourist footfall masking weekday commercial softness</li>
<li>&#100007 Vuosaari expansion pace behind logistics demand signals</li>
<li>&#100007 Kallio creative district showing rent-driven displacement pressures</li>
<li>&#100007 Pitäjänmäki tech campus vacancy above city average</li>
</ul>
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<span class="conflict-confidence">55%</span>
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<p>Every conclusion is actively challenged by a second model before delivery</p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
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<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; London</div>
<h1>London &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across London&rsquo;s boroughs and business districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request London briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
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</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">London at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across the Greater London area.</p>
<div class="stats-row">
<div class="stat-card" onclick="location.href='#contact'" role="button" tabindex="0">
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<div class="stat-value">9,700,000</div>
<div class="stat-label">Greater London population &mdash; largest city in the UK</div>
</div>
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<div class="stat-value">Top 3 Global</div>
<div class="stat-label">Financial centre rank &mdash; alongside New York and Singapore</div>
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<div class="stat-value">Finance &middot; Tech &middot; Property</div>
<div class="stat-label">Key sectors: financial services, technology, commercial property</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial, mixed-use, and growth districts across Greater London.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>City of London</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Canary Wharf</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Shoreditch/Hackney</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Southwark</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Westminster</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Camden</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Stratford/Newham</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Croydon</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in London</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
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<polyline points="9 22 9 12 15 12 15 22"/>
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each London district. Launching August 2026.</p>
</div>
<div class="intel-card" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across London&rsquo;s districts and the TfL network.</p>
</div>
<div class="intel-card" onclick="location.href='#contact'" role="button" tabindex="0">
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<polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics or market reports.</p>
</div>
<div class="intel-card" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which London areas are accelerating, plateauing, or in structural decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">City / Canary Wharf</td>
<td><span class="score-pill high">83</span></td>
<td><span class="score-pill low">64</span></td>
<td><span class="score-pill high">88</span></td>
<td><span class="score-pill high">91</span></td>
</tr>
<tr>
<td class="district-name">Shoreditch / Hackney</td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill high">80</span></td>
</tr>
<tr>
<td class="district-name">Stratford / Newham</td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">73</span></td>
</tr>
<tr>
<td class="district-name">Croydon</td>
<td><span class="score-pill low">62</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">65</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section class="contradiction-bg" id="contradiction">
<div class="container" style="max-width:900px">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official market statistics diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div>
<div class="conflict-title">Narrative Conflict Detected &mdash; London &mdash; Office Market Vacancy vs Observed Activity</div>
<div class="conflict-desc">London office market official vacancy statistics vs observed commercial activity levels. Field data reveals divergence between reported office vacancy figures and measured ground-floor commercial vitality in key districts.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 City of London vacancy rate: within 10-year norm</li>
<li>&#100003 Canary Wharf: anchor tenant commitments renewed</li>
<li>&#100003 Office-to-residential conversions: reducing surplus</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Sub-let market expanding in City: direct vacancy understated</li>
<li>&#100007 Canary Wharf ground floor retail vacancy materially elevated</li>
<li>&#100007 Conversion pipeline slower than reported in planning data</li>
<li>&#100007 Shoreditch commercial rents compressing despite headline growth</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">44%</span>
</div>
</div>
<div class="ce-features">
<div class="ce-feature">
<svg class="ce-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<circle cx="11" cy="11" r="8"/>
<line x1="21" y1="21" x2="16.65" y2="16.65"/>
</svg>
<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
</div>
<div class="ce-feature">
<svg class="ce-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
</div>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
</div>
</div>
</div>
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<!-- CTA -->
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<p>Get field-verified district scores, contradiction analysis, and custom intelligence for your London decision. Delivered in 24&ndash;72 hours.</p>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations &mdash; not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology &rarr;</a></p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Madrid</div>
<h1>Madrid &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Madrid&rsquo;s districts and metropolitan area. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Madrid briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Madrid at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Madrid&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">3,300,000</div>
<div class="stat-label">City population</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">Top 5 European</div>
<div class="stat-label">GDP rank in regional context</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<div class="stat-value">Finance &middot; Tourism &middot; Technology</div>
<div class="stat-label">Key economic sectors</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Madrid.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Centro</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Salamanca</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Chamber&iacute;</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Retiro</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Vallecas</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Getafe</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Alc&aacute;l&aacute; de Henares</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>M&oacute;stoles</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Madrid</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Madrid&rsquo;s districts.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
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</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
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<td class="district-name">Centro</td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill low">64</span></td>
<td><span class="score-pill high">86</span></td>
<td><span class="score-pill high">81</span></td>
</tr>
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<td class="district-name">Salamanca</td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill low">67</span></td>
<td><span class="score-pill high">88</span></td>
<td><span class="score-pill high">84</span></td>
</tr>
<tr>
<td class="district-name">Vallecas</td>
<td><span class="score-pill low">63</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">67</span></td>
</tr>
<tr>
<td class="district-name">Getafe</td>
<td><span class="score-pill low">66</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">73</span></td>
<td><span class="score-pill low">69</span></td>
</tr>
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<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
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<!-- CONTRADICTION ENGINE -->
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<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
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<li>&#100003 Centro: high-footfall retail corridor rated stable</li>
<li>&#100003 Vallecas: urban renewal investment zone designated</li>
<li>&#100003 Tourism-led recovery projected to sustain 2024&ndash;2026</li>
</ul>
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<div class="conflict-side conflict-observed">
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<li>&#100007 Vallecas: renewal activity slower than designated timeline</li>
<li>&#100007 Short-term rental saturation suppressing residential vitality</li>
<li>&#100007 Getafe industrial cluster outperforming city core projections</li>
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<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">49%</span>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<p>Every conclusion is actively challenged by a second model before delivery</p>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations &mdash; not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology &rarr;</a></p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
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<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Milan</div>
<h1>Milan &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Milan&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Milan briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Milan at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Milan&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card">
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</svg>
<div class="stat-value">1.4 million</div>
<div class="stat-label">City population &mdash; Italy&rsquo;s financial and commercial capital</div>
</div>
<div class="stat-card">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">8 districts</div>
<div class="stat-label">Core districts under active field intelligence monitoring</div>
</div>
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<div class="stat-value">Finance &middot; Fashion</div>
<div class="stat-label">Key sectors: finance, fashion, design, life sciences, technology</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Milan.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Duomo / Centro</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Porta Nuova</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Navigli</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Isola</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Bicocca</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Sesto San Giovanni</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Lambrate</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Bovisa</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Milan</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card">
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<path d="M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z"/>
<polyline points="9 22 9 12 15 12 15 22"/>
</svg>
<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026.</p>
</div>
<div class="intel-card">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Milan&rsquo;s districts.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/>
</svg>
<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card">
<svg class="intel-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<line x1="12" y1="20" x2="12" y2="4"/>
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</svg>
<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Duomo / Centro</td>
<td><span class="score-pill mid">82</span></td>
<td><span class="score-pill low">65</span></td>
<td><span class="score-pill high">85</span></td>
<td><span class="score-pill high">88</span></td>
</tr>
<tr>
<td class="district-name">Porta Nuova</td>
<td><span class="score-pill high">86</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">82</span></td>
<td><span class="score-pill high">91</span></td>
</tr>
<tr>
<td class="district-name">Sesto San Giovanni</td>
<td><span class="score-pill low">67</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill low">65</span></td>
</tr>
<tr>
<td class="district-name">Navigli</td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill low">69</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill mid">83</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available on request.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section class="contradiction-bg" id="contradiction">
<div class="container" style="max-width:900px">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official Milan development investment diverges from observed commercial vacancy rates, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div class="conflict-title">Narrative Conflict Detected &mdash; Milan &mdash; Development Investment vs Commercial Vacancy</div>
<div class="conflict-desc">Official Milan development investment vs observed commercial vacancy rates. Field observations reveal significant divergence between reported investment flows and on-the-ground commercial conditions across key districts.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Milan ranks among top 5 European investment destinations</li>
<li>&#100003 Porta Nuova: sustained institutional investment 2024&ndash;2025</li>
<li>&#100003 City commercial vacancy rate cited at 4.2% (JLL 2025)</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Centro / Duomo: elevated vacancy on secondary retail streets</li>
<li>&#100007 Sesto San Giovanni: industrial-to-mixed conversion stalling</li>
<li>&#100007 Navigli: hospitality occupancy below pre-2023 levels</li>
<li>&#100007 Isola outperforming official projections for residential demand</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">51%</span>
</div>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
</div>
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<path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
</div>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
</div>
</div>
</div>
</section>
<!-- CTA -->
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<h3>Request Milan intelligence briefing</h3>
<p>Get field-verified district scores, contradiction analysis, and custom intelligence for your Milan decision. Delivered in 24&ndash;72 hours.</p>
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<a class="btn btn-lg" href="#contact" style="white-space:nowrap;flex-shrink:0">Request briefing &rarr;</a>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations — not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology →</a></p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
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<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Oslo</div>
<h1>Oslo &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Oslo&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Oslo briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Oslo at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Oslo&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<div class="stat-value">718,000</div>
<div class="stat-label">City population</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">Top 5 Nordic (per capita)</div>
<div class="stat-label">GDP rank in regional context</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<div class="stat-value">Energy &middot; Maritime &middot; Finance</div>
<div class="stat-label">Key economic sectors</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Oslo.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Sentrum</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Grünerløkka</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Majorstuen</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Frogner</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Groruddalen</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Sagene</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Søndre Nordstrand</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Ullern</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Oslo</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Oslo&rsquo;s districts.</p>
</div>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Sentrum</td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill low">65</span></td>
<td><span class="score-pill high">83</span></td>
<td><span class="score-pill high">86</span></td>
</tr>
<tr>
<td class="district-name">Grünerløkka</td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">72</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill high">80</span></td>
</tr>
<tr>
<td class="district-name">Groruddalen</td>
<td><span class="score-pill low">63</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">66</span></td>
</tr>
<tr>
<td class="district-name">Frogner</td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill low">64</span></td>
<td><span class="score-pill high">84</span></td>
<td><span class="score-pill high">87</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
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<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div class="conflict-title">Narrative Conflict Detected &mdash; Oslo &mdash; Sentrum / Groruddalen</div>
<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
</div>
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<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Sentrum: waterfront regeneration driving sustained commercial growth</li>
<li>&#100003 Groruddalen: major infrastructure investment corridor active 2023&ndash;2026</li>
<li>&#100003 Oslo master plan targets eastward commercial rebalancing</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Sentrum waterfront: luxury-led development suppressing mixed-use vitality</li>
<li>&#100007 Groruddalen investment slower to materialise than corridor plan implies</li>
<li>&#100007 Frogner holding premium position despite broader market softness</li>
<li>&#100007 Grünerløkka commercial density nearing saturation point</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">52%</span>
</div>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
</div>
</div>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations &mdash; not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology &rarr;</a></p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
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<!-- HERO -->
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<div class="hero-eyebrow">City Intelligence &mdash; Paris</div>
<h1>Paris &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Paris arrondissements, La D&eacute;fense, and the inner suburbs. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Paris briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
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<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
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<div class="section-label">City overview</div>
<h2 class="section-title">Paris at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across the Paris metropolitan area.</p>
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<div class="stat-value">2,100,000</div>
<div class="stat-label">City population &mdash; largest city in the EU by municipality</div>
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<div class="stat-value">Top 5 EU</div>
<div class="stat-label">GDP rank among European metropolitan areas</div>
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<div class="stat-value">Finance &middot; Tech &middot; Retail</div>
<div class="stat-label">Key sectors: financial services, technology, luxury retail</div>
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</div>
</section>
<!-- DISTRICTS -->
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<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans major commercial and mixed-use districts across Paris and the inner suburb corridor.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>1er/2e &mdash; Centre</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>3e/4e &mdash; Marais</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>8e &mdash; Champs-&Eacute;lys&eacute;es</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>10e/11e &mdash; R&eacute;publique</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>18e &mdash; Montmartre</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>19e/20e &mdash; Est</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>La D&eacute;fense</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Boulogne-Billancourt</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Paris</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
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<polyline points="9 22 9 12 15 12 15 22"/>
</svg>
<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each arrondissement and district. Launching August 2026.</p>
</div>
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</svg>
<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Paris&rsquo;s districts and the M&eacute;tro network.</p>
</div>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics or property indices.</p>
</div>
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</svg>
<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in structural decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">1er/2e &mdash; Centre</td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill low">63</span></td>
<td><span class="score-pill high">89</span></td>
<td><span class="score-pill high">86</span></td>
</tr>
<tr>
<td class="district-name">La D&eacute;fense</td>
<td><span class="score-pill high">84</span></td>
<td><span class="score-pill mid">72</span></td>
<td><span class="score-pill high">87</span></td>
<td><span class="score-pill high">83</span></td>
</tr>
<tr>
<td class="district-name">10e/11e &mdash; R&eacute;publique</td>
<td><span class="score-pill mid">73</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill high">81</span></td>
</tr>
<tr>
<td class="district-name">18e &mdash; Montmartre</td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">75</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
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<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div class="conflict-title">Narrative Conflict Detected &mdash; Paris &mdash; Commercial Investment vs Observed Vacancy</div>
<div class="conflict-desc">Official Paris commercial development investment vs observed storefront vacancy in arrondissements. Field data reveals divergence between stated investment levels and measured commercial vitality on the ground.</div>
</div>
</div>
<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Paris Plan Local d&rsquo;Urbanisme: commercial priority zones active</li>
<li>&#100003 Invest in Paris: &euro;2.3bn commercial investment committed 2024</li>
<li>&#100003 Arrondissement vacancy rate: below EU major city average</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 8e arrondissement: luxury retail vacancy elevated on secondary streets</li>
<li>&#100007 10e/11e: independent retail closures accelerating post-pandemic</li>
<li>&#100007 La D&eacute;fense: sub-let market expanding, direct vacancy understated</li>
<li>&#100007 Investment permits not translating to observed ground-floor activation</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">48%</span>
</div>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations &mdash; not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology &rarr;</a></p>
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<nav>
<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Rotterdam</div>
<h1>Rotterdam &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Rotterdam&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Rotterdam briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Rotterdam at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Rotterdam&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">655,000</div>
<div class="stat-label">City population</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">Top 3 Port Cities (Europe)</div>
<div class="stat-label">GDP rank in regional context</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<div class="stat-value">Logistics &middot; Port Operations &middot; Energy</div>
<div class="stat-label">Key economic sectors</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Rotterdam.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Centrum</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Kralingen</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Delfshaven</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>IJsselmonde</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Feijenoord</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Overschie</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Prins Alexander</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Charlois</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Rotterdam</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Rotterdam&rsquo;s districts.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Centrum</td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill low">68</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill high">81</span></td>
</tr>
<tr>
<td class="district-name">Kralingen</td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill mid">79</span></td>
</tr>
<tr>
<td class="district-name">Feijenoord</td>
<td><span class="score-pill low">63</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill low">69</span></td>
<td><span class="score-pill low">66</span></td>
</tr>
<tr>
<td class="district-name">Prins Alexander</td>
<td><span class="score-pill low">69</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
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<span class="conflict-confidence">50%</span>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
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<!-- HERO -->
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<div class="hero-eyebrow">City Intelligence &mdash; Stockholm</div>
<h1>Stockholm &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Stockholm&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Stockholm briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
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<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
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<div class="section-label">City overview</div>
<h2 class="section-title">Stockholm at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Stockholm&rsquo;s urban area.</p>
<div class="stats-row">
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<div class="stat-value">975,000</div>
<div class="stat-label">City population &mdash; Sweden&rsquo;s largest urban centre</div>
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<div class="stat-value">Top 5 Nordic</div>
<div class="stat-label">GDP rank among Nordic cities</div>
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<div class="stat-value">Tech &middot; Finance</div>
<div class="stat-label">Key sectors: technology, finance, public sector</div>
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<!-- DISTRICTS -->
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<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Stockholm.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Norrmalm (CBD)</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>S&ouml;dermalm</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>&Ouml;stermalm</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Kungsholmen</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Vasastan</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Järva</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Farsta</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Nacka</span></div>
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</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
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<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Stockholm</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
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<polyline points="9 22 9 12 15 12 15 22"/>
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026.</p>
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Stockholm&rsquo;s districts.</p>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub" style="background:#fff3cd;border:2px solid #ffc107;border-radius: var(--radius-md);padding:12px 16px;color:#856404;font-weight:600;"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> ILLUSTRATIVE SAMPLE DATA — These scores are synthetic examples for demonstration purposes only. They do not represent actual measured values.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Norrmalm</td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill low">58</span></td>
<td><span class="score-pill high">88</span></td>
<td><span class="score-pill high">82</span></td>
</tr>
<tr>
<td class="district-name">S&ouml;dermalm</td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">67</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill high">86</span></td>
</tr>
<tr>
<td class="district-name">Järva</td>
<td><span class="score-pill mid">63</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">61</span></td>
</tr>
<tr>
<td class="district-name">Nacka</td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill high">84</span></td>
<td><span class="score-pill mid">73</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
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<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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ILLUSTRATIVE SAMPLE — not real intelligence
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<div class="conflict-title">Narrative Conflict Detected &mdash; Stockholm &mdash; Järva / Norrmalm</div>
<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
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<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 Municipal investment zone: Järva priority growth</li>
<li>&#100003 Norrmalm: stable CBD with anchor tenants</li>
<li>&#100003 Development permits: 14 approved 2024&ndash;2025</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 Järva commercial vacancy above city average</li>
<li>&#100007 Norrmalm: 3 anchor retailers downsizing footprint</li>
<li>&#100007 Development activity below permit volume</li>
<li>&#100007 Nacka outperforming planned growth projections</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">51%</span>
</div>
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<line x1="21" y1="21" x2="16.65" y2="16.65"/>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
</div>
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<path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
</div>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations — not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology →</a></p>
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<nav>
<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">City Intelligence &mdash; Vienna</div>
<h1>Vienna &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Vienna&rsquo;s districts. Updated from field observations.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request Vienna briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
</div>
</section>
<!-- OVERVIEW -->
<section id="overview" style="background:var(--surface)">
<div class="container">
<div class="section-label">City overview</div>
<h2 class="section-title">Vienna at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Vienna&rsquo;s urban area.</p>
<div class="stats-row">
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">1,970,000</div>
<div class="stat-label">City population</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="stat-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
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<div class="stat-value">Top 10 European</div>
<div class="stat-label">GDP rank in regional context</div>
</div>
<div class="stat-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<div class="stat-value">Tourism &middot; Public Sector &middot; Technology</div>
<div class="stat-label">Key economic sectors</div>
</div>
</div>
</div>
</section>
<!-- DISTRICTS -->
<section id="districts" class="districts-bg" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Vienna.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>Innere Stadt</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Mariahilf</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Leopoldstadt</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Favoriten</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Simmering</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Hernals</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Floridsdorf</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Donaustadt</span></div>
</div>
</div>
</section>
<!-- ACTIVE INTELLIGENCE -->
<section id="intelligence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Vienna</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
<div class="intel-grid">
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Vienna&rsquo;s districts.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">Innere Stadt</td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill low">61</span></td>
<td><span class="score-pill high">88</span></td>
<td><span class="score-pill high">91</span></td>
</tr>
<tr>
<td class="district-name">Leopoldstadt</td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">72</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill high">83</span></td>
</tr>
<tr>
<td class="district-name">Favoriten</td>
<td><span class="score-pill low">67</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill mid">71</span></td>
</tr>
<tr>
<td class="district-name">Donaustadt</td>
<td><span class="score-pill mid">72</span></td>
<td><span class="score-pill high">81</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">74</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
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<div class="hero-eyebrow">City Intelligence &mdash; Zurich</div>
<h1>Zurich &mdash; City Intelligence Report</h1>
<p class="hero-sub">Continuous monitoring of commercial activity, infrastructure conditions and urban development across Zurich&rsquo;s districts. Updated from field observations.</p>
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<a class="btn btn-lg" href="#contact">Request Zurich briefing &rarr;</a>
<a class="btn btn-outline btn-lg" href="#overview">City overview</a>
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<!-- OVERVIEW -->
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<div class="section-label">City overview</div>
<h2 class="section-title">Zurich at a glance</h2>
<p class="section-sub">Key statistics informing Landvex intelligence collection and scoring across Zurich&rsquo;s urban area.</p>
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<div class="stat-value">440,000</div>
<div class="stat-label">City population</div>
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<div class="stat-value">Top 5 Global (per capita)</div>
<div class="stat-label">GDP rank in regional context</div>
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<div class="stat-value">Finance &middot; Insurance &middot; Pharma</div>
<div class="stat-label">Key economic sectors</div>
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<!-- DISTRICTS -->
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<div class="section-label">Coverage</div>
<h2 class="section-title">Districts covered</h2>
<p class="section-sub">Landvex field intelligence spans all major commercial and residential districts across Zurich.</p>
<div class="districts-grid">
<div class="district-chip"><span class="chip-dot"></span><span>City / Altstadt</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Enge</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Wiedikon</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Schwamendingen</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Oerlikon</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Altstetten</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>H&ouml;ngg</span></div>
<div class="district-chip"><span class="chip-dot"></span><span>Wollishofen</span></div>
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</section>
<!-- ACTIVE INTELLIGENCE -->
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<div class="section-label">Active intelligence</div>
<h2 class="section-title">What Landvex monitors in Zurich</h2>
<p class="section-sub">Four continuous intelligence streams, updated from field observations and cross-referenced against official sources.</p>
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<h3>Commercial Vitality Score</h3>
<p>Measures vacancy rates, business openings and closures, foot traffic signals, and commercial activity across each district. Launching August 2026 from field observations.</p>
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<h3>Infrastructure Risk Index</h3>
<p>Identifies infrastructure degradation, transport disruptions, and maintenance backlogs that affect business continuity and investment risk across Zurich&rsquo;s districts.</p>
</div>
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<h3>Development Forecast</h3>
<p>Tracks planning applications, construction activity, and development signals. Identifies emerging opportunities and area trajectories before they appear in official statistics.</p>
</div>
<div class="intel-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
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</svg>
<h3>Growth Velocity</h3>
<p>How fast is each district changing? Landvex Growth Velocity captures the rate of transformation &mdash; identifying which areas are accelerating, plateauing, or in decline.</p>
</div>
</div>
</div>
</section>
<!-- SCORES TABLE -->
<section id="scores" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">District scores</div>
<h2 class="section-title">Sample intelligence scores</h2>
<p class="section-sub">Placeholder scores shown for illustration. Live district intelligence available on request.</p>
<div class="scores-table-wrap">
<table class="scores-table">
<thead>
<tr>
<th>District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Infra Stability</th>
<th>Vitality</th>
</tr>
</thead>
<tbody>
<tr>
<td class="district-name">City / Altstadt</td>
<td><span class="score-pill high">83</span></td>
<td><span class="score-pill low">62</span></td>
<td><span class="score-pill high">89</span></td>
<td><span class="score-pill high">92</span></td>
</tr>
<tr>
<td class="district-name">Oerlikon</td>
<td><span class="score-pill mid">77</span></td>
<td><span class="score-pill mid">74</span></td>
<td><span class="score-pill high">82</span></td>
<td><span class="score-pill high">81</span></td>
</tr>
<tr>
<td class="district-name">Altstetten</td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill mid">76</span></td>
<td><span class="score-pill mid">78</span></td>
<td><span class="score-pill mid">74</span></td>
</tr>
<tr>
<td class="district-name">Schwamendingen</td>
<td><span class="score-pill low">65</span></td>
<td><span class="score-pill mid">79</span></td>
<td><span class="score-pill mid">71</span></td>
<td><span class="score-pill low">69</span></td>
</tr>
</tbody>
</table>
<p class="table-note">Scores are illustrative placeholders. Live data from field observations available Aug 2026.</p>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
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<div class="section-label" style="color:rgba(0,0,0,.75)">Contradiction Engine</div>
<h2 class="section-title" style="color: #1d1d1f">Most systems tell you what the data says.<br>Landvex tells you what doesn&rsquo;t add up.</h2>
<p class="section-sub" style="color:rgba(0,0,0,.75);margin:0 auto;max-width:600px">When official municipal development plans diverge from observed commercial activity, Landvex surfaces the conflict &mdash; not just the consensus.</p>
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<div class="conflict-title">Narrative Conflict Detected &mdash; Zurich &mdash; City / Altstadt / Schwamendingen</div>
<div class="conflict-desc">Official municipal development plans vs observed commercial activity. Field data reveals divergence between planned urban investment zones and measured commercial vitality on the ground.</div>
</div>
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<div class="conflict-grid">
<div class="conflict-side conflict-official">
<div class="conflict-side-label">Official narrative</div>
<ul>
<li>&#100003 City / Altstadt: premium commercial core, rated fully stable</li>
<li>&#100003 Schwamendingen: affordable district with long-term growth mandate</li>
<li>&#100003 Infrastructure maintenance rated best-in-class nationally</li>
</ul>
</div>
<div class="conflict-side conflict-observed">
<div class="conflict-side-label">Observed reality</div>
<ul>
<li>&#100007 City / Altstadt: office vacancy ticking upward post-remote shift</li>
<li>&#100007 Schwamendingen: investment slower than mandate implies</li>
<li>&#100007 Altstetten emerging as commercial overflow beneficiary</li>
<li>&#100007 Retail footfall in Altstadt below 2019 baseline</li>
</ul>
</div>
</div>
<div class="conflict-footer">
<span class="conflict-footer-label">Confidence in official narrative</span>
<span class="conflict-confidence">62%</span>
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<h4>Show me what I&rsquo;m missing</h4>
<p>Blind spots not visible in official data or internal reports</p>
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<h4>AI Red Team</h4>
<p>Every conclusion is actively challenged by a second model before delivery</p>
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<h4>Which assumptions are wrong?</h4>
<p>Identify where your thesis conflicts with observed reality</p>
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<p class="lv-disclaimer">Intelligence outputs are indicative and advisory only. Based on field observations &mdash; not investment, financial or legal advice. Landvex AB accepts no liability for decisions made based on these outputs. <a href="/methodology/">Methodology &rarr;</a></p>
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<h1>How Landvex fits in the landscape</h1>
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<h2 class="card-title">Why Landvex?</h2>
<p class="card-desc">An honest, transparent comparison with 10 specific competitors — WeGoLook, Premise Data, Hivemapper, vialytics, Nearmap, Cape Analytics, Cyclomedia, Esri, Zeitview, and Roamler/Streetbees. We celebrate their work and explain where we complement.</p>
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<h1>Compliance</h1>
<p>Last updated: 18 June 2026 &nbsp;&middot;&nbsp; Enterprise edition</p>
</header>
<div class="card">
<div class="card-title">Overview</div>
<p>Landvex AB processes enterprise client data in accordance with EU and applicable national data protection law. This page summarises our compliance posture for enterprise procurement, legal, and data governance teams. For formal documentation, contact <a href="mailto:compliance@landvex.com">compliance@landvex.com</a>.</p>
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<div class="card" id="gdpr">
<div class="card-title">GDPR — EU 2016/679</div>
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<div class="row-label">Data minimisation</div>
<div class="row-sub">Landvex collects and processes only the personal data necessary for the specific purposes agreed in the enterprise service contract. No personal data is used for secondary purposes without a distinct legal basis.</div>
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<div class="row-label">EU data residency</div>
<div class="row-sub">All enterprise client data is stored and processed on AWS infrastructure in Stockholm (eu-north-1). No data is transferred outside the European Economic Area without appropriate safeguards, including Standard Contractual Clauses where required.</div>
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<div class="row-label">Data Processing Agreement</div>
<div class="row-sub">A Data Processing Agreement compliant with GDPR Art. 28 is available to enterprise clients. Landvex acts as data processor for intelligence outputs delivered under contract. To request a DPA: <a href="mailto:privacy@landvex.com">privacy@landvex.com</a>.</div>
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<div class="row-label">Data subject rights</div>
<div class="row-sub">Rights of access, rectification, erasure, portability, restriction, and objection are supported. Enterprise clients seeking to exercise rights on behalf of data subjects should contact <a href="mailto:privacy@landvex.com">privacy@landvex.com</a>. Requests are acknowledged within 5 business days.</div>
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<div class="card-title">Infrastructure Compliance</div>
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<div class="row-label">AWS SOC 2 Type II</div>
<div class="row-sub">Landvex runs on Amazon Web Services infrastructure, which maintains SOC 2 Type II certification. AWS compliance reports are available via AWS Artifact. Landvex application-level SOC 2 is planned.</div>
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<div class="row-sub">AWS eu-north-1 infrastructure is ISO 27001 certified at the infrastructure level. Landvex operates within this certified environment. Enterprise clients may request AWS certification documentation.</div>
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<div class="row-label">EU-north-1 — Stockholm</div>
<div class="row-sub">All Landvex services run exclusively in AWS eu-north-1 (Stockholm, Sweden). Data never leaves the EU during ordinary processing. Cross-region failover, where used, remains within the EEA.</div>
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<div class="row-label">5-business-day SLA</div>
<div class="row-sub">Landvex responds to enterprise security questionnaires and vendor assessment forms within 5 business days. We support standard questionnaire formats including CAIQ, SIG Lite, and custom procurement forms.</div>
</div>
</div>
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<div class="row-label"><a href="/dpa/">Data Processing Agreement</a></div>
<div class="row-sub">GDPR Art. 28 DPA and Standard Contractual Clauses for enterprise clients.</div>
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<p><a href="https://www.landvex.com/">Landvex</a> &nbsp;·&nbsp; <a href="/privacy/">Privacy</a> &nbsp;·&nbsp; <a href="/terms/">Terms</a> &nbsp;·&nbsp; <a href="/dpa/">DPA</a> &nbsp;·&nbsp; <a href="/trust/">Trust</a> &nbsp;·&nbsp; <a href="/cookie-policy/">Cookies</a></p>
<p style="margin-top:6px;">© 2026 Landvex AB &nbsp;·&nbsp; Org.nr 559141-7042 &nbsp;·&nbsp; <a href="mailto:compliance@landvex.com">compliance@landvex.com</a></p>
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<h1>Contact Landvex</h1>
<p>Enterprise briefings, pilot programmes, legal, and security enquiries. We respond within one business day.</p>
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<h3>Stockholm, Sweden</h3>
<p>Landvex AB<br>Stureplan 4C<br>114 35 Stockholm<br>Sweden</p>
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<p>Landvex Inc.<br>700 Milam Street, Suite 1300<br>Houston, TX 77002<br>United States</p>
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<h1>quiXzoom Contributor Guide: How Missions Work</h1>
<p class="meta">Published August 17, 2026 · Contributor Resources</p>
<p>quiXzoom missions are simple: you receive an assignment on your phone, complete it by capturing what is asked, and get paid. The better your work, the more missions you unlock. This guide explains how the system works and how to maximise your earnings.</p>
<h2>What is a mission?</h2>
<p>A mission is a specific observation task, created by a customer who needs ground-level data about a physical asset or location. Missions vary in complexity:</p>
<p><strong>Simple missions.</strong> Document a single asset — a street lamp, a sign, a manhole cover. Take photos from specified angles, confirm condition, submit. Typical payment: €815.</p>
<p><strong>Route missions.</strong> Walk a defined route and document all assets of a specified type. Typical payment: €2550 depending on route length and density.</p>
<p><strong>Verification missions.</strong> Re-observe an asset that has been reported by another contributor or flagged by the system. Your observation helps confirm or resolve a finding. Typical payment: €1020.</p>
<p><strong>Complex missions.</strong> Document multiple asset types, capture specific details, or respond to a time-sensitive request. Typical payment: €4080.</p>
<h2>How you get paid</h2>
<p>Payment is in quiXzoom Credits, converted to your local currency and transferred weekly via Stripe Connect. There are no fees deducted — you receive the full mission payment.</p>
<p><strong>Approval first.</strong> Every submission is reviewed by the AI quality system before payment. Most approvals are automatic and take minutes. Some require human review and may take up to 24 hours.</p>
<p><strong>Rejection reasons.</strong> Submissions are rejected for: poor image quality, wrong asset, incorrect location, incomplete angles, or failure to follow the mission brief. Rejected submissions are not paid, but you can see the reason and improve.</p>
<p><strong>Bonus payments.</strong> High-reliability contributors receive bonus multipliers on certain mission types. Completing missions quickly and accurately increases your reliability score.</p>
<h2>Building your reliability profile</h2>
<p>Every contributor has a continuously updated reliability profile based on:</p>
<p><strong>Agreement rate.</strong> How often your observations agree with other contributors and expert review.</p>
<p><strong>Quality score.</strong> Image clarity, GPS accuracy, adherence to the mission specification.</p>
<p><strong>Completion rate.</strong> The percentage of accepted missions you complete versus abandon.</p>
<p><strong>Response time.</strong> How quickly you accept and complete missions after notification.</p>
<p>Higher reliability unlocks: priority access to new missions, higher-value assignments, complex missions, and regional coordinator eligibility.</p>
<h2>Mission acceptance tips</h2>
<p><strong>Check the location before accepting.</strong> Make sure you can reach the mission location within the time window.</p>
<p><strong>Read the brief carefully.</strong> Each mission specifies exactly what to capture. Missing a required angle means rejection.</p>
<p><strong>Lighting matters.</strong> Avoid backlighting, capture in daylight when possible, and use HDR for high-contrast scenes.</p>
<p><strong>Stability counts.</strong> Blurred images are rejected. Hold steady, use both hands, and pause before capturing.</p>
<p><strong>GPS accuracy.</strong> Wait for your phone to lock a precise location before submitting. Submissions with poor GPS are rejected.</p>
<h2>Getting started</h2>
<p>Download the quiXzoom app, complete the onboarding tutorial, and accept your first mission. The tutorial walks you through capture technique, quality requirements, and submission process. Most new contributors complete their first paid mission within 24 hours of signing up.</p>
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<strong>Ready to start earning?</strong><br>
<a href="https://app.quixzoom.com/join">Download the app and join →</a>
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<p><strong>Related:</strong> <a href="/insights/crowdsourced-data-quality/">Can You Trust Crowdsourced Data?</a> · <a href="/insights/how-the-consensus-engine-works/">How the Consensus Engine Works</a> · <a href="/contributors/">Contributor Resources</a></p>
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<h1>Contributor Resources</h1>
<p class="subtitle">Guides, best practices, and everything you need to succeed as a quiXzoom contributor.</p>
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<div class="article-card">
<h2><a href="/contributors/how-missions-work/">quiXzoom Contributor Guide: How Missions Work</a></h2>
<p>New to quiXzoom? Learn how missions work, how you get paid, and how to build a reliable contributor profile that unlocks higher-value assignments.</p>
<div class="article-meta">
<span class="tag">Getting Started</span>
<span class="tag">Contributor Resources</span>
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<div class="article-card">
<h2><a href="/insights/crowdsourced-data-quality/">Can You Trust Crowdsourced Data?</a></h2>
<p>Learn how multi-pass verification, consensus scoring and transparent confidence make field data decision-grade — and why your contributions matter.</p>
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<span class="tag">Data Quality</span>
<span class="tag">quiXzoom</span>
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<h2><a href="/insights/how-the-consensus-engine-works/">How the Consensus Engine Works</a></h2>
<p>Understand how your observations are combined with others to produce reliable findings — and how your reliability score affects your mission access.</p>
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<span class="tag">Data Quality</span>
<span class="tag">Methodology</span>
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<div class="eyebrow">Coverage</div>
<h1>Where we operate.</h1>
<p class="sub">Field observation coverage across 20+ countries at launch. Coverage density varies by geography and mission activity.</p>
</div>
<section>
<div class="section-label">Launch markets</div>
<div class="section-title">August 2026</div>
<div class="section-body">Landvex launches with active observation coverage in eight markets. Additional markets are onboarded continuously as the quiXzoom contributor network expands.</div>
<div class="markets-grid">
<div class="market-card">
<div class="market-flag">&#x1F1F8;&#x1F1EA;</div>
<div><div class="market-name">Sweden</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1E9;&#x1F1EA;</div>
<div><div class="market-name">Germany</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1EB;&#x1F1F7;</div>
<div><div class="market-name">France</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1F3;&#x1F1F1;</div>
<div><div class="market-name">Netherlands</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1EE;&#x1F1F9;</div>
<div><div class="market-name">Italy</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1EC;&#x1F1E7;</div>
<div><div class="market-name">United Kingdom</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1FA;&#x1F1F8;</div>
<div><div class="market-name">USA</div><div class="market-status">Launch market</div></div>
</div>
<div class="market-card">
<div class="market-flag">&#x1F1F9;&#x1F1ED;</div>
<div><div class="market-name">Thailand</div><div class="market-status">Launch market</div></div>
</div>
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</section>
<section>
<div class="section-label">Active intelligence cities</div>
<div class="section-title">Cities with structured intelligence</div>
<div class="section-body">The following cities have dedicated intelligence pages with structured data, city health indices, and commercial opportunity scores.</div>
<div class="cities-grid">
<a class="city-card" href="/cities/stockholm/">
<div><div class="city-name">Stockholm</div><div class="city-country">Sweden</div></div>
<div class="city-arrow">&rarr;</div>
</a>
<a class="city-card" href="/cities/berlin/">
<div><div class="city-name">Berlin</div><div class="city-country">Germany</div></div>
<div class="city-arrow">&rarr;</div>
</a>
<a class="city-card" href="/cities/milan/">
<div><div class="city-name">Milan</div><div class="city-country">Italy</div></div>
<div class="city-arrow">&rarr;</div>
</a>
<a class="city-card" href="/cities/amsterdam/">
<div><div class="city-name">Amsterdam</div><div class="city-country">Netherlands</div></div>
<div class="city-arrow">&rarr;</div>
</a>
</div>
</section>
<section>
<div class="section-label">Data freshness</div>
<div class="section-title">Coverage commitment</div>
<div class="section-body">Landvex publishes coverage refresh rates per market. Data freshness is part of every enterprise SLA.</div>
<table class="freshness-table">
<thead>
<tr>
<th>Tier</th>
<th>Observation window</th>
<th>Availability</th>
</tr>
</thead>
<tbody>
<tr>
<td class="tier"><span class="badge badge-standard">Standard</span></td>
<td>Observations within 90 days</td>
<td>All markets</td>
</tr>
<tr>
<td class="tier"><span class="badge badge-premium">Premium</span></td>
<td>Observations within 30 days</td>
<td>Launch markets</td>
</tr>
<tr>
<td class="tier"><span class="badge badge-realtime">Real-time</span></td>
<td>Available for high-priority missions</td>
<td>By arrangement</td>
</tr>
</tbody>
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<p>Need coverage details for a specific geography or market not listed here? Request a coverage briefing and we will provide an up-to-date density report.</p>
<a class="btn" href="/contact/">Request coverage details &rarr;</a>
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.searchbar .icon { color: var(--gray3); font-size: 18px; }
.seg-wrap { padding: 8px 16px; }
.seg-control { display: flex; background: var(--gray5); border-radius: var(--radius-md); padding: 2px; gap: 2px; }
.seg-btn {
flex: 1; padding: 6px 4px; border: none; background: none; border-radius: var(--radius-sm);
font-size: 13px; font-weight: 500; color: var(--gray); cursor: pointer;
transition: all 0.2s; font-family: inherit;
}
.seg-btn.active { background: var(--card-bg); color: var(--label); box-shadow: 0 1px 4px rgba(0,0,0,0.12); font-weight: 600; }
.prop-list { padding: 0 16px; display: flex; flex-direction: column; gap: 10px; }
.prop-card {
background: var(--card-bg); border-radius: var(--radius-md);
padding: 16px; box-shadow: 0 1px 3px rgba(0,0,0,0.08);
cursor: pointer; transition: transform 0.15s;
}
.prop-card:active { transform: scale(0.98); }
.prop-card-top { display: flex; align-items: flex-start; justify-content: space-between; gap: 8px; }
.prop-type-badge { font-size: 11px; font-weight: 600; padding: 3px 8px; border-radius: var(--radius-sm); white-space: nowrap; }
.prop-address { font-size: 17px; font-weight: 600; letter-spacing: -0.3px; }
.prop-owner { font-size: 14px; color: var(--gray); margin-top: 2px; }
.prop-meta { display: flex; gap: 12px; margin-top: 12px; flex-wrap: wrap; }
.prop-meta-item { display: flex; flex-direction: column; gap: 2px; }
.prop-meta-label { font-size: 11px; color: var(--gray); font-weight: 500; text-transform: uppercase; letter-spacing: 0.3px; }
.prop-meta-value { font-size: 15px; font-weight: 600; }
.prop-condition { display: inline-flex; align-items: center; gap: 4px; font-size: 13px; font-weight: 500; margin-top: 10px; }
.condition-dot { width: 8px; height: 8px; border-radius: var(--radius-full); }
.cond-good { background: var(--green); }
.cond-fair { background: var(--orange); }
.cond-poor, .cond-critical { background: var(--red); }
.cond-unknown { background: var(--gray3); }
.form-group { margin: 0 16px 4px; border-radius: var(--radius-md); overflow: hidden; background: var(--card-bg); }
.form-field { display: flex; flex-direction: column; padding: 10px 16px; border-bottom: 0.5px solid var(--sep); }
.form-field:last-child { border-bottom: none; }
.form-label { font-size: 12px; font-weight: 500; color: var(--gray); margin-bottom: 4px; text-transform: uppercase; letter-spacing: 0.3px; }
.form-input { font-size: 17px; border: none; outline: none; background: transparent; color: var(--label); font-family: inherit; width: 100%; padding: 2px 0; }
.form-input::placeholder { color: var(--gray3); }
.form-select { font-size: 17px; border: none; outline: none; background: transparent; color: var(--label); font-family: inherit; width: 100%; padding: 2px 0; appearance: none; -webkit-appearance: none; }
.btn-primary {
display: block; width: calc(100% - 32px); margin: 16px 16px 8px;
background: var(--blue); color: #1d1d1f; font-size: 17px; font-weight: 600;
border: none; border-radius: var(--radius-md); padding: 14px; cursor: pointer;
font-family: inherit; transition: opacity 0.15s; letter-spacing: -0.3px;
}
.btn-primary:active { opacity: 0.75; }
.btn-primary:disabled { background: var(--gray3); cursor: not-allowed; }
.btn-secondary {
display: block; width: calc(100% - 32px); margin: 4px 16px;
background: var(--gray6); color: var(--blue); font-size: 17px; font-weight: 500;
border: none; border-radius: var(--radius-md); padding: 14px; cursor: pointer;
font-family: inherit; transition: opacity 0.15s;
}
.btn-secondary:active { opacity: 0.7; }
.stats-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 10px; padding: 0 16px; }
.stat-card { background: var(--card-bg); border-radius: var(--radius-md); padding: 14px; box-shadow: 0 1px 3px rgba(0,0,0,0.08); }
.stat-icon { font-size: 24px; margin-bottom: 8px; }
.stat-value { font-size: 22px; font-weight: 700; letter-spacing: -0.5px; }
.stat-label { font-size: 13px; color: var(--gray); margin-top: 2px; }
.bar-chart { padding: 0 16px; }
.bar-item { margin-bottom: 12px; }
.bar-row { display: flex; align-items: center; gap: 8px; margin-bottom: 4px; }
.bar-name { font-size: 13px; font-weight: 500; flex: 0 0 120px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
.bar-count { font-size: 13px; color: var(--gray); margin-left: auto; }
.bar-track { height: 8px; background: var(--gray5); border-radius: var(--radius-sm); overflow: hidden; }
.bar-fill { height: 100%; border-radius: var(--radius-sm); background: var(--blue); transition: width 0.6s cubic-bezier(0.34,1.56,0.64,1); }
.trend-row { display: flex; align-items: center; padding: 12px 16px; border-bottom: 0.5px solid var(--sep); }
.trend-row:last-child { border-bottom: none; }
.trend-label { flex: 1; font-size: 16px; }
.trend-val { font-size: 16px; font-weight: 600; }
.trend-pos { color: var(--green); }
.trend-neg { color: var(--red); }
.trend-neutral { color: var(--label); }
.toast {
position: fixed; bottom: calc(83px + var(--safe-bottom) + 12px); left: 50%; transform: translateX(-50%) translateY(20px);
background: rgba(50,50,50,0.92); color: #1d1d1f; padding: 10px 18px; border-radius: var(--radius-xl);
font-size: 15px; font-weight: 500; opacity: 0; transition: all 0.3s; pointer-events: none;
white-space: nowrap; backdrop-filter: blur(10px); z-index: 200;
}
.toast.show { opacity: 1; transform: translateX(-50%) translateY(0); }
.spinner { display: inline-block; width: 20px; height: 20px; border: 2px solid var(--gray4); border-top-color: var(--blue); border-radius: var(--radius-full); animation: spin 0.7s linear infinite; }
@keyframes spin { to { transform: rotate(360deg); } }
.loading-center { display: flex; justify-content: center; align-items: center; padding: 40px; gap: 10px; color: var(--gray); font-size: 15px; }
.empty-state { text-align: center; padding: 48px 32px; }
.empty-icon { font-size: 48px; margin-bottom: 16px; }
.empty-title { font-size: 20px; font-weight: 600; margin-bottom: 8px; }
.empty-body { font-size: 15px; color: var(--gray); line-height: 1.5; }
.new-badge { background: rgba(52,199,89,0.15); color: var(--green); font-size: 11px; font-weight: 700; padding: 2px 7px; border-radius: var(--radius-sm); }
@media (max-width: 640px) {
.hero h1 { font-size: 2rem !important; }
.hero p { font-size: 1rem !important; }
.card { padding: 1.5rem !important; }
.grid { grid-template-columns: 1fr !important; }
.btn { padding: 0.75rem 1.5rem !important; font-size: 1rem !important; }
}
</style>
<style id="wcag-contrast-enforcement">
/* AAMOS GLOBAL CONTRAST ENFORCEMENT — WCAG AA (4.5:1 minimum) */
/* Regel: Ingen text under 70% opacity. Aldrig. */
body { -webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; }
/* Fix common low-contrast patterns */
[style*="rgba(60,60,67,0.4)"] { color: rgba(60,60,67,0.65) !important; }
[style*="rgba(60,60,67,0.3)"] { color: rgba(60,60,67,0.65) !important; }
[style*="rgba(0,0,0,0.4)"] { color: rgba(0,0,0,0.72) !important; }
[style*="rgba(0,0,0,0.3)"] { color: rgba(0,0,0,0.72) !important; }
[style*="opacity: 0.4"] { opacity: 0.72 !important; }
[style*="opacity: 0.3"] { opacity: 0.72 !important; }
@media (max-width: 640px) {
.hero h1 { font-size: 2rem !important; }
.hero p { font-size: 1rem !important; }
.card { padding: 1.5rem !important; }
.grid { grid-template-columns: 1fr !important; }
.btn { padding: 0.75rem 1.5rem !important; font-size: 1rem !important; }
}
</style>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": [
"Organization",
"Corporation"
],
"@id": "https://landvex.com/#organization",
"name": "Landvex",
"alternateName": [
"LandveX",
"Landvex AB",
"LandveX AB"
],
"url": "https://landvex.com",
"logo": {
"@type": "ImageObject",
"url": "https://landvex.com/apple-touch-icon.png",
"width": 180,
"height": 180
},
"foundingDate": "2024",
"foundingLocation": {
"@type": "Place",
"addressLocality": "Tyresö",
"addressRegion": "Stockholm",
"addressCountry": "SE"
},
"legalName": "Landvex Inc",
"address": {
"@type": "PostalAddress",
"addressLocality": "Houston",
"addressRegion": "TX",
"addressCountry": "US"
},
"location": [
{
"@type": "Place",
"name": "Houston, Texas, USA (US HQ)",
"address": {
"@type": "PostalAddress",
"addressLocality": "Houston",
"addressRegion": "TX",
"addressCountry": "US"
}
},
{
"@type": "Place",
"name": "Tyresö, Sweden (EU HQ)",
"address": {
"@type": "PostalAddress",
"addressLocality": "Tyresö",
"addressRegion": "Stockholm",
"addressCountry": "SE"
}
}
],
"taxID": "pending-EIN",
"description": "Landvex is a decision intelligence company that identifies contradictions between official narratives and observed physical reality. Using the quiXzoom field observation network and the AMOS AI analysis engine, Landvex delivers infrastructure risk indexes, urban intelligence scores, and contradiction reports to infrastructure owners, municipalities, enterprises, and investors globally.",
"disambiguatingDescription": "Landvex (LandveX) is a decision intelligence company with US headquarters in Houston, Texas (Landvex Inc.) and European headquarters in Tyresö, Sweden (Landvex AB, org.nr 559141-7042). Landvex delivers control intelligence — infrastructure risk scores, urban intelligence, and contradiction analysis — to municipalities, enterprises, infrastructure operators and investors. Landvex is not a UK meat wholesaler, food distributor, logistics company, package tracker, or land investment platform.",
"knowsAbout": [
"control intelligence",
"decision intelligence",
"infrastructure risk assessment",
"urban intelligence",
"field data collection",
"contradiction detection",
"physical world analytics",
"geospatial analytics"
],
"brand": {
"@type": "Brand",
"name": "Landvex",
"slogan": "Control intelligence for the physical world."
},
"sameAs": [
"https://landvex.com",
"https://www.linkedin.com/company/landvex",
"https://x.com/landvex",
"https://twitter.com/landvex",
"https://www.crunchbase.com/organization/landvex",
"https://github.com/landvex",
"https://www.instagram.com/landvex"
],
"contactPoint": {
"@type": "ContactPoint",
"email": "contact@landvex.com",
"contactType": "sales"
},
"slogan": "Where reported reality conflicts with observed reality."
}
</script>
</head>
<body>
<nav class="navbar">
<div class="navbar-inner">
<div class="navbar-logo">
<svg width="28" height="28" viewBox="0 0 28 28" fill="none">
<rect width="28" height="28" rx="7" fill="#007AFF"/>
<path d="M6 21L10 10L14 16L18 8L22 21H6Z" fill="white" stroke="white" stroke-width="1.5" stroke-linejoin="round"/>
</svg>
<span>LandveX</span>
</div>
<span class="navbar-badge">LIVE</span>
</div>
</nav>
<div class="scroll-area" id="scrollArea">
<!-- TAB 1: SEARCH -->
<div class="page active" id="page-search">
<div class="page-header">
<div class="large-title">Fastigheter</div>
<div class="large-subtitle">Sök och utforska fastighetsregistret</div>
</div>
<div class="searchbar-wrap">
<div class="searchbar">
<span class="icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg></span>
<input type="text" id="cityInput" placeholder="Stad (t.ex. Stockholm)" autocomplete="off" autocorrect="off">
</div>
</div>
<div class="seg-wrap">
<div class="seg-control" id="typeSegment">
<button class="seg-btn active" data-type="">Alla</button>
<button class="seg-btn" data-type="commercial">Kommersiell</button>
<button class="seg-btn" data-type="residential">Bostad</button>
<button class="seg-btn" data-type="industrial">Industri</button>
</div>
</div>
<div class="section-header" id="searchResultHeader">Alla fastigheter</div>
<div id="propList" class="prop-list">
<div class="loading-center"><div class="spinner"></div> Laddar...</div>
</div>
</div>
<!-- TAB 2: REGISTER -->
<div class="page" id="page-register">
<div class="page-header">
<div class="large-title">Registrera</div>
<div class="large-subtitle">Lägg till ny fastighet i registret</div>
</div>
<div class="section-header">Fastighetsuppgifter</div>
<div class="form-group">
<div class="form-field">
<label class="form-label">Adress *</label>
<input class="form-input" id="regAddress" type="text" placeholder="t.ex. Storgatan 12">
</div>
<div class="form-field">
<label class="form-label">Fastighetstyp *</label>
<select class="form-select" id="regType">
<option value="">Välj typ</option>
<option value="Kontorsfastighet">Kontorsfastighet</option>
<option value="Handelsfastighet">Handelsfastighet</option>
<option value="Bostadsfastighet">Bostadsfastighet</option>
<option value="Industrifastighet">Industrifastighet</option>
<option value="Blandad fastighet">Blandad fastighet</option>
<option value="Lager">Lager</option>
</select>
</div>
<div class="form-field">
<label class="form-label">Yta (kvm) *</label>
<input class="form-input" id="regSize" type="number" placeholder="t.ex. 2500">
</div>
<div class="form-field">
<label class="form-label">Ägare *</label>
<input class="form-input" id="regOwner" type="text" placeholder="t.ex. AB Fastighet">
</div>
</div>
<div class="section-header">Plats &amp; Detaljer</div>
<div class="form-group">
<div class="form-field">
<label class="form-label">Stad</label>
<select class="form-select" id="regCity">
<option value="Stockholm">Stockholm</option>
<option value="Göteborg">Göteborg</option>
<option value="Malmö">Malmö</option>
<option value="Uppsala">Uppsala</option>
<option value="Linköping">Linköping</option>
<option value="Annan">Annan</option>
</select>
</div>
<div class="form-field">
<label class="form-label">Byggnadsår</label>
<input class="form-input" id="regYear" type="number" placeholder="t.ex. 2005">
</div>
<div class="form-field">
<label class="form-label">Antal våningar</label>
<input class="form-input" id="regFloors" type="number" placeholder="t.ex. 4">
</div>
<div class="form-field">
<label class="form-label">Taxeringsvärde (SEK)</label>
<input class="form-input" id="regValue" type="number" placeholder="t.ex. 45000000">
</div>
</div>
<button class="btn-primary" id="registerBtn" onclick="registerProperty()">Registrera fastighet</button>
<button class="btn-secondary" onclick="clearForm()">Rensa formulär</button>
</div>
<!-- TAB 3: MARKET -->
<div class="page" id="page-market">
<div class="page-header">
<div class="large-title">Marknad</div>
<div class="large-subtitle">Marknadsanalys &amp; nyckeltal</div>
</div>
<div class="seg-wrap">
<div class="seg-control" id="marketCitySegment">
<button class="seg-btn active" data-city="">Sverige</button>
<button class="seg-btn" data-city="Stockholm">Stockholm</button>
<button class="seg-btn" data-city="Göteborg">Göteborg</button>
<button class="seg-btn" data-city="Malmö">Malmö</button>
</div>
</div>
<div class="section-header">Nyckeltal</div>
<div class="stats-grid" id="statsGrid">
<div class="loading-center" style="grid-column:1/-1"><div class="spinner"></div></div>
</div>
<div class="section-header">Fördelning per typ</div>
<div class="inset-group" id="typeDistribution"></div>
<div class="section-header">Städer</div>
<div class="bar-chart" id="cityBarChart"></div>
<div class="section-header">Marknadstrender 2026</div>
<div class="inset-group">
<div class="trend-row"><span class="trend-label">Q1 2026 prisutveckling</span><span class="trend-val trend-pos" id="trendQ1"></span></div>
<div class="trend-row"><span class="trend-label">Årsappriciering</span><span class="trend-val trend-pos" id="trendAnnual"></span></div>
<div class="trend-row"><span class="trend-label">Transaktioner YTD</span><span class="trend-val trend-neutral" id="trendTxn"></span></div>
<div class="trend-row"><span class="trend-label">Snitt dagar på marknaden</span><span class="trend-val trend-neutral" id="trendDays"></span></div>
<div class="trend-row"><span class="trend-label">Vakansgrad kommersiellt</span><span class="trend-val" id="trendVacancy"></span></div>
<div class="trend-row"><span class="trend-label">Direktavkastning (cap rate)</span><span class="trend-val trend-neutral" id="trendCapRate"></span></div>
</div>
<div style="height:16px"></div>
</div>
</div>
<nav class="tabbar">
<button class="tab-item active" onclick="switchTab('search',this)">
<span class="tab-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><circle cx="7" cy="7" r="5" stroke="#666" stroke-width="2"/><path d="M11 11L14 14" stroke="#666" stroke-width="2" stroke-linecap="round"/></svg></span>
<span class="tab-label">Sök</span>
</button>
<button class="tab-item" onclick="switchTab('register',this)">
<span class="tab-icon"></span>
<span class="tab-label">Registrera</span>
</button>
<button class="tab-item" onclick="switchTab('market',this)">
<span class="tab-icon"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="2"><path d="M18 20V10"/><path d="M12 20V4"/><path d="M6 20v-6"/></svg></span>
<span class="tab-label">Marknad</span>
</button>
</nav>
<div class="toast" id="toast"></div>
<script>
const API = '/api/landvex';
function demoToken() {
const h = btoa(JSON.stringify({alg:'none',typ:'JWT'})).replace(/=/g,'');
const p = btoa(JSON.stringify({sub:'demo@landvex.se',email:'demo@landvex.se',name:'Demo',iat:Math.floor(Date.now()/1000)})).replace(/=/g,'');
return `${h}.${p}.demo`;
}
const AUTH = { 'Authorization': `Bearer ${demoToken()}`, 'Content-Type': 'application/json' };
let currentCity = '', currentType = '', marketCity = '';
function switchTab(name, btn) {
document.querySelectorAll('.page').forEach(p => p.classList.remove('active'));
document.querySelectorAll('.tab-item').forEach(t => t.classList.remove('active'));
document.getElementById('page-' + name).classList.add('active');
btn.classList.add('active');
document.getElementById('scrollArea').scrollTop = 0;
if (name === 'market') loadMarket(marketCity);
}
function showToast(msg) {
const t = document.getElementById('toast');
t.textContent = msg; t.classList.add('show');
setTimeout(() => t.classList.remove('show'), 2800);
}
function fmtSEK(n) {
if (!n) return '—';
if (n >= 1e9) return (n/1e9).toFixed(1) + ' Mdr';
if (n >= 1e6) return (n/1e6).toFixed(0) + ' Mkr';
return n.toLocaleString('sv-SE') + ' kr';
}
function fmtSqm(n) { return n ? n.toLocaleString('sv-SE') + ' kvm' : '—'; }
function condClass(c) { return ({good:'cond-good',fair:'cond-fair',poor:'cond-poor',critical:'cond-critical',unknown:'cond-unknown'})[c]||'cond-unknown'; }
function condLabel(c) { return ({good:'Bra skick',fair:'Godkänt',poor:'Dåligt',critical:'Kritisk',unknown:'Okänt'})[c]||'Okänt'; }
function condColor(c) { return ({good:'var(--green)',fair:'var(--orange)',poor:'var(--red)',critical:'var(--red)',unknown:'var(--gray3)'})[c]||'var(--gray3)'; }
function typeColor(t) {
return ({'Kontorsfastighet':'#007AFF','Handelsfastighet':'#FF9500','Bostadsfastighet':'#34C759','Industrifastighet':'#AF52DE','Blandad fastighet':'#FF3B30','Lager':'#8E8E93'})[t]||'#8E8E93';
}
function renderPropCard(p) {
const tc = typeColor(p.type);
return `<div class="prop-card" onclick="showToast('ID: ${p.property_id}')">
<div class="prop-card-top">
<div style="flex:1">
<div class="prop-address">${p.address}</div>
<div class="prop-owner">${p.owner}</div>
</div>
<div style="display:flex;flex-direction:column;align-items:flex-end;gap:4px">
<span class="prop-type-badge" style="background:${tc}22;color:${tc}">${p.type}</span>
${p.registered_at ? '<span class="new-badge">NY</span>' : ''}
</div>
</div>
<div class="prop-meta">
<div class="prop-meta-item"><span class="prop-meta-label">Stad</span><span class="prop-meta-value">${p.city||'—'}</span></div>
<div class="prop-meta-item"><span class="prop-meta-label">Yta</span><span class="prop-meta-value">${fmtSqm(p.area_sqm)}</span></div>
${p.assessed_value_sek ? `<div class="prop-meta-item"><span class="prop-meta-label">Taxvärde</span><span class="prop-meta-value">${fmtSEK(p.assessed_value_sek)}</span></div>` : ''}
${p.built_year ? `<div class="prop-meta-item"><span class="prop-meta-label">Byggt</span><span class="prop-meta-value">${p.built_year}</span></div>` : ''}
</div>
<div class="prop-condition"><span class="condition-dot ${condClass(p.condition)}"></span><span style="color:${condColor(p.condition)}">${condLabel(p.condition)}</span></div>
</div>`;
}
async function loadProperties(city, type) {
const list = document.getElementById('propList');
const header = document.getElementById('searchResultHeader');
list.innerHTML = '<div class="loading-center"><div class="spinner"></div> Söker...</div>';
const q = new URLSearchParams();
if (city) q.set('city', city);
if (type) q.set('type', type);
try {
const r = await fetch(`${API}/properties/search?${q}`, { headers: AUTH });
const d = await r.json();
const parts = [];
if (city) parts.push(city);
if (type) parts.push({commercial:'Kommersiella',residential:'Bostäder',industrial:'Industrier'}[type]||type);
header.textContent = (parts.join(' · ') || 'Alla fastigheter') + ` (${d.total})`;
if (!d.properties?.length) {
list.innerHTML = '<div class="empty-state"><div class="empty-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg></div><div class="empty-title">Inga fastigheter</div><div class="empty-body">Prova en annan stad eller kategori.</div></div>';
return;
}
list.innerHTML = d.properties.map(renderPropCard).join('');
} catch(e) {
list.innerHTML = `<div class="empty-state"><div class="empty-icon"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#f59e0b" stroke-width="2"><path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"/><line x1="12" y1="9" x2="12" y2="13"/><line x1="12" y1="17" x2="12.01" y2="17"/></svg></div><div class="empty-title">Fel</div><div class="empty-body">${e.message}</div></div>`;
}
}
document.getElementById('typeSegment').addEventListener('click', e => {
const btn = e.target.closest('.seg-btn');
if (!btn) return;
document.querySelectorAll('#typeSegment .seg-btn').forEach(b => b.classList.remove('active'));
btn.classList.add('active');
currentType = btn.dataset.type;
loadProperties(currentCity, currentType);
});
let cityTimer;
document.getElementById('cityInput').addEventListener('input', e => {
clearTimeout(cityTimer);
cityTimer = setTimeout(() => { currentCity = e.target.value.trim(); loadProperties(currentCity, currentType); }, 400);
});
document.getElementById('marketCitySegment').addEventListener('click', e => {
const btn = e.target.closest('.seg-btn');
if (!btn) return;
document.querySelectorAll('#marketCitySegment .seg-btn').forEach(b => b.classList.remove('active'));
btn.classList.add('active');
marketCity = btn.dataset.city;
loadMarket(marketCity);
});
async function loadMarket(city) {
const grid = document.getElementById('statsGrid');
grid.innerHTML = '<div class="loading-center" style="grid-column:1/-1"><div class="spinner"></div></div>';
const q = city ? `?city=${encodeURIComponent(city)}` : '';
try {
const r = await fetch(`${API}/analytics/market-overview${q}`, { headers: AUTH });
const d = await r.json();
const m = d.market_overview;
grid.innerHTML = `
<div class="stat-card"><div class="stat-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg></div><div class="stat-value">${m.total_properties}</div><div class="stat-label">Fastigheter</div></div>
<div class="stat-card"><div class="stat-icon"></div><div class="stat-value">${fmtSEK(m.total_assessed_value_sek)}</div><div class="stat-label">Totalt taxvärde</div></div>
<div class="stat-card"><div class="stat-icon"></div><div class="stat-value">${fmtSqm(m.total_area_sqm)}</div><div class="stat-label">Total yta</div></div>
<div class="stat-card"><div class="stat-icon"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M2 12L6 8L9 11L14 5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/><path d="M10 5H14V9" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg></div><div class="stat-value">${m.avg_value_per_sqm?.toLocaleString('sv-SE')||'—'}</div><div class="stat-label">kr/kvm snitt</div></div>`;
const totalCnt = Object.values(m.by_type).reduce((s,v)=>s+v.count,0)||1;
document.getElementById('typeDistribution').innerHTML = Object.entries(m.by_type).map(([t,v]) => {
const pct = Math.round(v.count/totalCnt*100);
const c = typeColor(t);
return `<div style="padding:12px 16px;border-bottom:0.5px solid var(--sep)">
<div class="bar-row"><span class="bar-name">${t}</span><span class="bar-count">${v.count} · ${fmtSEK(v.total_value)}</span></div>
<div class="bar-track"><div class="bar-fill" style="width:${pct}%;background:${c}"></div></div>
</div>`;
}).join('')||'<div style="padding:16px;color:var(--gray);text-align:center">Ingen data</div>';
const maxC = Math.max(...Object.values(m.by_city).map(v=>v.count),1);
document.getElementById('cityBarChart').innerHTML = Object.entries(m.by_city).map(([c,v]) =>
`<div class="bar-item"><div class="bar-row"><span class="bar-name">${c}</span><span class="bar-count">${v.count} st</span></div><div class="bar-track"><div class="bar-fill" style="width:${Math.round(v.count/maxC*100)}%"></div></div></div>`
).join('');
const tr = m.market_trends;
document.getElementById('trendQ1').textContent = '+' + tr.q1_2026_price_growth_pct + '%';
document.getElementById('trendAnnual').textContent = '+' + tr.annual_appreciation_pct + '%';
document.getElementById('trendTxn').textContent = tr.transactions_ytd + ' st';
document.getElementById('trendDays').textContent = tr.avg_days_on_market + ' dagar';
const vEl = document.getElementById('trendVacancy');
vEl.textContent = tr.vacancy_rate_commercial_pct + '%';
vEl.className = 'trend-val ' + (tr.vacancy_rate_commercial_pct > 8 ? 'trend-neg' : 'trend-neutral');
document.getElementById('trendCapRate').textContent = tr.cap_rate_avg_pct + '%';
} catch(e) {
grid.innerHTML = `<div class="loading-center" style="grid-column:1/-1"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#f59e0b" stroke-width="2"><path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"/><line x1="12" y1="9" x2="12" y2="13"/><line x1="12" y1="17" x2="12.01" y2="17"/></svg> ${e.message}</div>`;
}
}
async function registerProperty() {
const address = document.getElementById('regAddress').value.trim();
const type = document.getElementById('regType').value;
const size = document.getElementById('regSize').value;
const owner = document.getElementById('regOwner').value.trim();
if (!address || !type || !size || !owner) { showToast('Fyll i alla obligatoriska fält (*)'); return; }
const btn = document.getElementById('registerBtn');
btn.disabled = true; btn.textContent = 'Registrerar...';
try {
const body = {
address, type, size: parseInt(size), owner,
city: document.getElementById('regCity').value,
};
const yr = document.getElementById('regYear').value;
const fl = document.getElementById('regFloors').value;
const val = document.getElementById('regValue').value;
if (yr) body.built_year = parseInt(yr);
if (fl) body.floors = parseInt(fl);
if (val) body.assessed_value_sek = parseInt(val);
const r = await fetch(`${API}/property/register`, { method:'POST', headers: AUTH, body: JSON.stringify(body) });
const d = await r.json();
if (!r.ok) throw new Error(d.error || 'Registrering misslyckades');
showToast('<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#00C853" stroke-width="3"><path d="M20 6L9 17l-5-5"/></svg> Registrerad: ' + d.property_id);
clearForm();
switchTab('search', document.querySelectorAll('.tab-item')[0]);
currentCity = body.city; document.getElementById('cityInput').value = body.city;
loadProperties(body.city, currentType);
} catch(e) {
showToast('<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#FF3B30" stroke-width="3"><path d="M18 6L6 18M6 6l12 12"/></svg> ' + e.message);
} finally {
btn.disabled = false; btn.textContent = 'Registrera fastighet';
}
}
function clearForm() {
['regAddress','regSize','regOwner','regYear','regFloors','regValue'].forEach(id => document.getElementById(id).value = '');
document.getElementById('regType').value = '';
document.getElementById('regCity').value = 'Stockholm';
}
loadProperties('', '');
</script>
</body>
</html>
@@ -0,0 +1,414 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover">
<title>Data Lineage — Landvex</title>
<meta name="description" content="Complete data lineage documentation for Landvex intelligence outputs. From field capture to delivered intelligence — every step documented.">
<link rel="canonical" href="https://www.landvex.com/data-lineage/">
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margin: 0 auto;
}
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/* Pipeline steps */
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.step-detail li { font-size: 13px; color: var(--label3); margin-bottom: 5px; line-height: 1.5; }
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/* Colors */
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</style>
</head>
<body>
<nav aria-label="breadcrumb" style="padding: 10px 20px; color: rgba(235,235,245,0.6); font-size: 14px;">
<a href="/" style="color: #007AFF; text-decoration: none;">Home</a> / <span>data-lineage</span>
</nav>
<header>
<div class="logo"><a href="https://www.landvex.com/" style="color:inherit;text-decoration:none;">Landvex</a></div>
<h1>How data moves through Landvex.</h1>
<p>From field capture to delivered intelligence — every step documented</p>
</header>
<div class="info-block">
<p><strong>Full traceability.</strong> Every intelligence output can be traced back to its source observations. This document describes each transformation step, the controls applied, and the data retained at each stage.</p>
</div>
<div class="card">
<div class="card-title">8-Step Pipeline</div>
<div class="pipeline" id="pipeline">
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">1</div>
<div class="step-line"></div>
</div>
<div class="step-icon blue">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="3"/><path d="M3 7V5a2 2 0 0 1 2-2h2"/><path d="M17 3h2a2 2 0 0 1 2 2v2"/><path d="M21 17v2a2 2 0 0 1-2 2h-2"/><path d="M7 21H5a2 2 0 0 1-2-2v-2"/></svg>
</div>
<div class="step-body">
<div class="step-label">Field Capture</div>
<div class="step-sub">Zoomer photographs target via quiXzoom app with GPS lock and EXIF metadata.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>Zoomer accepts mission in quiXzoom app</li>
<li>GPS coordinates locked at capture start</li>
<li>Photo taken with full EXIF metadata: device model, timestamp, GPS coordinates, focal length</li>
<li>Submission uploaded with: image, GPS trace, timestamp, device fingerprint, mission ID</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">2</div>
<div class="step-line"></div>
</div>
<div class="step-icon green">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#34c759" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M20 21v-2a4 4 0 0 0-4-4H8a4 4 0 0 0-4 4v2"/><circle cx="12" cy="7" r="4"/></svg>
</div>
<div class="step-body">
<div class="step-label">Identity Verification</div>
<div class="step-sub">Submitting Zoomer must be KYC-verified before any payout eligibility is established.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>KYC verification is completed once, before the contributor's first payout</li>
<li>Each submission is linked to a verified contributor ID</li>
<li>Contributor ID is a pseudonymised hash — it is not stored in the intelligence output delivered to clients</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">3</div>
<div class="step-line"></div>
</div>
<div class="step-icon teal">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#32ade6" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><line x1="2" y1="12" x2="22" y2="12"/><path d="M12 2a15.3 15.3 0 0 1 4 10 15.3 15.3 0 0 1-4 10z"/></svg>
</div>
<div class="step-body">
<div class="step-label">GPS Validation</div>
<div class="step-sub">Submitted coordinates validated against mission target with tolerance thresholds.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>Submitted coordinates validated against mission target coordinates</li>
<li>Tolerance: &lt;50 metres for standard missions; &lt;10 metres for precision missions</li>
<li>GPS accuracy class assigned: coarse / balanced / precise</li>
<li>Submissions outside tolerance: auto-rejected or flagged for human review</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">4</div>
<div class="step-line"></div>
</div>
<div class="step-icon orange">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#ff9500" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><rect x="2" y="3" width="20" height="14" rx="2"/><path d="M8 21h8M12 17v4"/></svg>
</div>
<div class="step-body">
<div class="step-label">AI Image Review</div>
<div class="step-sub">Automated quality scoring across specification compliance, technical quality, and content relevance.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>Image analysed for: specification compliance, technical quality, content relevance</li>
<li>Object detection confirms the target is present in frame</li>
<li>Quality score assigned on a scale of 0100</li>
<li>Submissions below threshold: rejected with a reason code</li>
<li>Approval rate target: 85% or above</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">5</div>
<div class="step-line"></div>
</div>
<div class="step-icon purple">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#af52de" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2"/><circle cx="9" cy="7" r="4"/><path d="M23 21v-2a4 4 0 0 0-3-3.87"/><path d="M16 3.13a4 4 0 0 1 0 7.75"/></svg>
</div>
<div class="step-body">
<div class="step-label">Human Review (edge cases)</div>
<div class="step-sub">AI-borderline submissions routed to a human reviewer with full decision logging.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>AI-borderline submissions (score 4060) routed to a human reviewer</li>
<li>Reviewer applies the mission specification to reach a final decision</li>
<li>Decision logged with reviewer ID and timestamp</li>
<li>Appeals process available for rejected submissions</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">6</div>
<div class="step-line"></div>
</div>
<div class="step-icon indigo">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#5e5ce6" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><polyline points="16 18 22 12 16 6"/><polyline points="8 6 2 12 8 18"/></svg>
</div>
<div class="step-body">
<div class="step-label">Normalisation</div>
<div class="step-sub">Approved submissions converted to structured data points with full source attribution.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>Approved submissions converted to structured data points</li>
<li>Entity extraction: location, object type, condition class, change signal</li>
<li>Temporal indexing: observation timestamped; version history maintained</li>
<li>Source attribution preserved throughout the normalisation process</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">7</div>
<div class="step-line"></div>
</div>
<div class="step-icon red">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#ff3b30" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><line x1="18" y1="20" x2="18" y2="10"/><line x1="12" y1="20" x2="12" y2="4"/><line x1="6" y1="20" x2="6" y2="14"/></svg>
</div>
<div class="step-body">
<div class="step-label">Intelligence Aggregation</div>
<div class="step-sub">Observations aggregated by geographic unit; index scores calculated with confidence weighting.</div>
<div class="step-toggle">Show details</div>
<div class="step-detail">
<ul>
<li>Observations aggregated by geographic unit: district, city, region</li>
<li>Index scores calculated: Opportunity, Growth, Vitality, Infra Stability, Investment Confidence</li>
<li>Contradiction detection: aggregated observations compared against official data sources</li>
<li>Confidence scores calculated from: observation count, recency, and cross-validation results</li>
</ul>
</div>
</div>
</div>
<div class="step" onclick="toggleStep(this)">
<div class="step-num-wrap">
<div class="step-num">8</div>
<div class="step-line"></div>
</div>
<div class="step-icon green">
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#34c759" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4"/><polyline points="7 10 12 15 17 10"/><line x1="12" y1="15" x2="12" y2="3"/></svg>
</div>
<div class="step-body">
<div class="step-label">Output and Delivery</div>
<div class="step-sub">Intelligence reports generated with full source citations and traceable audit trails.</div>
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<li>Delivery formats: web dashboard, API, structured report (PDF / JSON / CSV)</li>
<li>Data retention: per client contract — default is intelligence outputs retained 3 years, raw observations 90 days post-delivery</li>
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<p>Every intelligence output can be traced back to its source observations. On request, Landvex provides a complete audit package including: observation timestamps, GPS accuracy classes, AI review scores, human review decisions, normalisation logs, and aggregation methodology.</p>
<p style="margin-top:8px;">Contact: <a href="mailto:legal@landvex.com">legal@landvex.com</a></p>
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<a href="/" style="color: #007AFF; text-decoration: none;">Home</a> / <span>data-quality</span>
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<a class="nav-logo" href="https://landvex.com/">&larr; Back to Landvex</a>
<a class="btn btn-outline" href="#contact">Get in touch &rarr;</a>
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<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">Landvex &mdash; Data Quality</div>
<h1>How we ensure data quality.</h1>
<p class="hero-sub">Every observation in Landvex passes through a multi-stage verification chain before it influences a score. Confidence is earned, not assumed.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#verification">See the process &rarr;</a>
<a class="btn btn-outline btn-lg" href="#enterprise">Enterprise API</a>
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<!-- VERIFICATION CHAIN -->
<section id="verification" style="background:var(--surface)">
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<div class="section-label">Verification chain</div>
<h2 class="section-title">Five stages from observation to score</h2>
<p class="section-sub">Every data point undergoes sequential verification. A failure at any stage removes the observation from the scoring pool.</p>
<div class="chain-wrap">
<div class="chain-step">
<div class="chain-num">1</div>
<div class="chain-body">
<h3>Contributor identity verification</h3>
<p>Each contributor is identity-verified before any observations are accepted. Device binding, location history, and activity patterns are monitored continuously for anomalies.</p>
</div>
</div>
<div class="chain-step">
<div class="chain-num">2</div>
<div class="chain-body">
<h3>GPS validation</h3>
<p>GPS coordinates are validated against declared location, movement patterns, and historical data. Spoofed, interpolated, or implausible locations are automatically rejected.</p>
</div>
</div>
<div class="chain-step">
<div class="chain-num">3</div>
<div class="chain-body">
<h3>AI image review</h3>
<p>Computer vision models review submitted images for specification compliance, content authenticity, and data integrity. Manipulated or non-compliant images are flagged and excluded.</p>
</div>
</div>
<div class="chain-step">
<div class="chain-num">4</div>
<div class="chain-body">
<h3>Specification compliance</h3>
<p>Observations are checked against task specifications: correct asset type, required angles, mandatory data fields, and temporal constraints. Incomplete submissions are rejected, not approximated.</p>
</div>
</div>
<div class="chain-step">
<div class="chain-num">5</div>
<div class="chain-body">
<h3>Human spot-check (borderline cases)</h3>
<p>Edge cases, borderline confidence scores, and flagged observations are reviewed by trained human analysts before entering the scoring pipeline. Automated decisions are not final.</p>
</div>
</div>
</div>
</div>
</section>
<!-- QUALITY METRICS -->
<section id="metrics" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Quality metrics</div>
<h2 class="section-title">Targets we hold ourselves to</h2>
<p class="section-sub">Published targets create accountability. These are the standards Landvex commits to across every data collection mission.</p>
<div class="metrics-grid">
<div class="metric-card" style="cursor:pointer;" onclick="location.href='#confidence'" role="button" tabindex="0">
<svg class="metric-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<polyline points="20 6 9 17 4 12"/>
</svg>
<div class="metric-value">&gt;85%</div>
<div class="metric-target">Approval rate target</div>
<div class="metric-label">Observations that pass all verification stages. Below-threshold batches trigger quality review.</div>
</div>
<div class="metric-card" style="cursor:pointer;" onclick="location.href='#confidence'" role="button" tabindex="0">
<svg class="metric-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/>
<circle cx="12" cy="10" r="3"/>
</svg>
<div class="metric-value">&lt;10m</div>
<div class="metric-target">Geo-accuracy</div>
<div class="metric-label">GPS accuracy tolerance. Observations outside this threshold are flagged for manual review.</div>
</div>
<div class="metric-card" style="cursor:pointer;" onclick="location.href='#confidence'" role="button" tabindex="0">
<svg class="metric-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<circle cx="12" cy="12" r="10"/>
<polyline points="12 6 12 12 16 14"/>
</svg>
<div class="metric-value">&lt;90 days</div>
<div class="metric-target">Temporal freshness</div>
<div class="metric-label">Maximum observation age per data point before requiring refresh. Older data is down-weighted in scoring.</div>
</div>
</div>
</div>
</section>
<!-- CONFIDENCE SCORING -->
<section id="confidence" style="background:var(--surface)">
<div class="container">
<div class="section-label">Confidence scoring</div>
<h2 class="section-title">Every data point has a confidence score</h2>
<p class="section-sub">Landvex attaches a 0&ndash;100 confidence score to every data point. Scores are transparent, composable, and auditable.</p>
<div class="confidence-wrap">
<div class="confidence-header">
<div class="confidence-score-display">
<span class="score-num">87</span>
<span class="score-label">confidence</span>
</div>
<div class="confidence-header-text">
<h3>Confidence score: 87/100</h3>
<p>Example: Norrmalm commercial vacancy observation, June 2026. Scored across four independent factors.</p>
</div>
</div>
<div class="confidence-factors">
<div class="factor-row">
<span class="factor-name">Recency of observation</span>
<span class="factor-weight">32 pts</span>
</div>
<div class="factor-row">
<span class="factor-name">Source count</span>
<span class="factor-weight">28 pts</span>
</div>
<div class="factor-row">
<span class="factor-name">Cross-validation against other sources</span>
<span class="factor-weight">15 pts</span>
</div>
<div class="factor-row">
<span class="factor-name">Reviewer consensus</span>
<span class="factor-weight">12 pts</span>
</div>
</div>
</div>
</div>
</section>
<!-- CONTRADICTION DETECTION -->
<section id="contradiction" style="background:#001836">
<div class="container">
<div class="section-label" style="color:rgba(255,255,255,.75)">Contradiction detection</div>
<h2 class="section-title" style="color: #ffffff">Flagging what doesn&rsquo;t add up</h2>
<p class="section-sub" style="color:rgba(255,255,255,.6)">When observed data conflicts with official sources by more than 2 standard deviations, the observation is automatically flagged for review rather than silently averaged away.</p>
<div class="contradiction-detail-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<div class="cd-threshold">
<div class="cd-sigma">&gt;2&sigma;</div>
<div class="cd-desc">
<h3>Automatic contradiction flag threshold</h3>
<p>Any observation diverging from official sources by more than 2 standard deviations triggers a structured review process before inclusion in scores.</p>
</div>
</div>
<div class="cd-flags">
<div class="cd-flag">
<svg class="cd-flag-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<path d="M4 15s1-1 4-1 5 2 8 2 4-1 4-1V3s-1 1-4 1-5-2-8-2-4 1-4 1z"/>
<line x1="4" y1="22" x2="4" y2="15"/>
</svg>
<span>Flagged for human review</span>
</div>
<div class="cd-flag">
<svg class="cd-flag-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<circle cx="12" cy="12" r="10"/>
<line x1="12" y1="8" x2="12" y2="12"/>
<line x1="12" y1="16" x2="12.01" y2="16"/>
</svg>
<span>Source conflict logged</span>
</div>
<div class="cd-flag">
<svg class="cd-flag-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z"/>
<polyline points="14 2 14 8 20 8"/>
</svg>
<span>Contradiction report generated</span>
</div>
<div class="cd-flag">
<svg class="cd-flag-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<path d="M22 11.08V12a10 10 0 1 1-5.93-9.14"/>
<polyline points="22 4 12 14.01 9 11.01"/>
</svg>
<span>Included in client delivery</span>
</div>
</div>
</div>
</div>
</section>
<!-- DATA RETENTION -->
<section id="retention" style="background:var(--surface)">
<div class="container">
<div class="section-label">Data retention</div>
<h2 class="section-title">Full provenance, every observation</h2>
<p class="section-sub">Landvex stores observations with a complete provenance chain. Nothing is anonymised away if it&rsquo;s needed for audit.</p>
<div class="retention-grid">
<div class="retention-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="retention-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<path d="M20 21v-2a4 4 0 0 0-4-4H8a4 4 0 0 0-4 4v2"/>
<circle cx="12" cy="7" r="4"/>
</svg>
<h3>Contributor ID hash</h3>
<p>Each observation is linked to a hashed contributor identity. Allows quality tracking without exposing personal data in standard outputs.</p>
</div>
<div class="retention-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="retention-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<circle cx="12" cy="12" r="10"/>
<polyline points="12 6 12 12 16 14"/>
</svg>
<h3>Timestamp</h3>
<p>Precise capture timestamp stored with every observation. Temporal accuracy is critical for decay weighting and freshness scoring.</p>
</div>
<div class="retention-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="retention-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<rect x="5" y="2" width="14" height="20" rx="2" ry="2"/>
<line x1="12" y1="18" x2="12.01" y2="18"/>
</svg>
<h3>Device metadata</h3>
<p>Device model, OS version, and sensor data retained for quality auditing and anomaly detection. Used internally; not surfaced in standard reports.</p>
</div>
<div class="retention-card" style="cursor:pointer;" onclick="location.href='#contact'" role="button" tabindex="0">
<svg class="retention-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round">
<path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/>
<circle cx="12" cy="10" r="3"/>
</svg>
<h3>GPS trace</h3>
<p>Full GPS trace stored per observation session. Enables movement-pattern validation and retroactive quality review if anomalies are detected.</p>
</div>
</div>
</div>
</section>
<!-- ENTERPRISE -->
<section id="enterprise" style="background: var(--bg-dark)">
<div class="container">
<div class="section-label">Enterprise</div>
<h2 class="section-title">Deeper access for enterprise clients</h2>
<p class="section-sub">Standard Landvex output includes final scores and contradiction flags. Enterprise clients can go deeper.</p>
<div class="enterprise-box">
<h3>Full audit trail on request</h3>
<p>Enterprise clients can access raw confidence scores via API, review individual observation-level provenance, and receive structured audit trails for regulatory or investment committee use.</p>
<div class="enterprise-features">
<div class="ent-feature">
<svg class="ent-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<polyline points="16 18 22 12 16 6"/>
<polyline points="8 6 2 12 8 18"/>
</svg>
<span>Raw confidence scores via API</span>
</div>
<div class="ent-feature">
<svg class="ent-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
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<polyline points="14 2 14 8 20 8"/>
<line x1="16" y1="13" x2="8" y2="13"/>
<line x1="16" y1="17" x2="8" y2="17"/>
<polyline points="10 9 9 9 8 9"/>
</svg>
<span>Full audit trail on request</span>
</div>
<div class="ent-feature">
<svg class="ent-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<rect x="3" y="11" width="18" height="11" rx="2" ry="2"/>
<path d="M7 11V7a5 5 0 0 1 10 0v4"/>
</svg>
<span>Observation-level provenance</span>
</div>
<div class="ent-feature">
<svg class="ent-feature-icon" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
<path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/>
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<span>Regulatory-grade documentation</span>
</div>
</div>
<a class="btn btn-lg" href="#contact">Discuss enterprise access &rarr;</a>
</div>
</div>
</section>
<!-- CONTACT -->
<section id="contact">
<div class="container">
<div class="contact-wrapper">
<div class="section-label">Get in touch</div>
<h2 class="section-title">Questions about data quality?</h2>
<p class="section-sub">Whether you need technical documentation, API access, or audit trails &mdash; get in touch and we&rsquo;ll respond within one business day.</p>
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@@ -0,0 +1,391 @@
{
"meta": {
"version": "1.1",
"generated": "2026-07-01T04:00:16.061377Z",
"pipeline": "landvex-data-v1",
"sources": [
{
"name": "Speedtest Global Index",
"url": "https://www.speedtest.net/global-index",
"frequency": "monthly",
"last_fetch": "2026-07-01"
},
{
"name": "GSMA Mobile Connectivity Index",
"url": "https://www.gsma.com/connectivity/",
"frequency": "annual",
"last_fetch": "2025-Q4"
},
{
"name": "Freedom House — Freedom on the Net",
"url": "https://freedomhouse.org/report/freedom-net",
"frequency": "annual",
"last_fetch": "2025-10"
},
{
"name": "Starlink coverage map",
"url": "https://www.starlink.com/map",
"frequency": "quarterly",
"last_fetch": "2026-06"
},
{
"name": "OONI Explorer",
"url": "https://ooni.org",
"frequency": "weekly",
"last_fetch": "2026-07-01"
}
],
"update_schedule": {
"speed_mbps": "monthly — Speedtest Global Index API",
"g5_coverage_pct": "quarterly — GSMA dataset",
"starlink": "quarterly — manual review of Starlink.com/map",
"restrictions": "on-change — OONI alerts + Freedom House",
"freedom_score": "annual — Freedom House Freedom on the Net",
"transport_score": "semi-annual — manual review",
"cashless_pct": "quarterly — BIS/central bank data"
},
"source_first": "Every data point includes source name, URL and last update date",
"live_speeds_fetched": false,
"cities_count": 14
},
"cities": {
"Stockholm": {
"country_code": "SE",
"transport_score": 9.4,
"cashless_pct": 99,
"speed_mbps": 181.2,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 94,
"g5_source": "GSMA Mobile Connectivity Index 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 96,
"freedom_source": "Freedom House 2025",
"taxi_app": "Bolt / Uber",
"pay_apps": "Swish, Visa, Apple Pay",
"sim": "Tele2 / Telia eSIM",
"english_score": 9.6,
"tip_culture": "No tipping expected",
"update_frequency": "quarterly"
},
"Göteborg": {
"country_code": "SE",
"transport_score": 8.8,
"cashless_pct": 98,
"speed_mbps": 162.4,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 88,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 96,
"freedom_source": "Freedom House 2025",
"taxi_app": "Bolt / Cabonline",
"pay_apps": "Swish, Visa",
"sim": "Tele2 / Telia eSIM",
"english_score": 9.4,
"tip_culture": "No tipping",
"update_frequency": "quarterly"
},
"Malmö": {
"country_code": "SE",
"transport_score": 8.4,
"cashless_pct": 97,
"speed_mbps": 154.8,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 84,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 96,
"freedom_source": "Freedom House 2025",
"taxi_app": "Bolt",
"pay_apps": "Swish, Visa",
"sim": "Tele2 eSIM",
"english_score": 9.2,
"tip_culture": "No tipping",
"update_frequency": "quarterly"
},
"London": {
"country_code": "GB",
"transport_score": 9.6,
"cashless_pct": 94,
"speed_mbps": 152.3,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 82,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 78,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Bolt / Black cab",
"pay_apps": "Contactless, Apple Pay",
"sim": "EE / Vodafone eSIM",
"english_score": 10.0,
"tip_culture": "10-15% restaurants",
"update_frequency": "quarterly"
},
"Bangkok": {
"country_code": "TH",
"transport_score": 7.2,
"cashless_pct": 68,
"speed_mbps": 91.4,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 62,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [
"Some gambling/adult sites blocked"
],
"social_blocked": [],
"freedom_score": 36,
"freedom_source": "Freedom House 2025",
"taxi_app": "Grab",
"pay_apps": "PromptPay, QR code, cash",
"sim": "AIS / DTAC tourist SIM",
"english_score": 5.8,
"tip_culture": "20-50 THB casual, 10% upscale",
"update_frequency": "quarterly"
},
"Dubai": {
"country_code": "AE",
"transport_score": 8.8,
"cashless_pct": 92,
"speed_mbps": 138.4,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 88,
"g5_source": "GSMA 2025",
"starlink": "Limited — regulatory",
"starlink_source": "TRA UAE regulatory restrictions 2026",
"vpn_required": false,
"restrictions": [
"VoIP calls restricted",
"WhatsApp/FaceTime calls blocked"
],
"social_blocked": [
"WhatsApp calls",
"FaceTime",
"Skype calls"
],
"freedom_score": 21,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Careem",
"pay_apps": "Apple Pay, Visa",
"sim": "Du / Etisalat eSIM",
"english_score": 9.2,
"tip_culture": "10-15% restaurants",
"update_frequency": "quarterly"
},
"Singapore": {
"country_code": "SG",
"transport_score": 9.8,
"cashless_pct": 96,
"speed_mbps": 238.1,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 96,
"g5_source": "GSMA 2025",
"starlink": "Unavailable — banned",
"starlink_source": "IDA Singapore: not licensed 2026",
"vpn_required": false,
"restrictions": [
"Some adult/gambling sites blocked"
],
"social_blocked": [],
"freedom_score": 49,
"freedom_source": "Freedom House 2025",
"taxi_app": "Grab / ComfortDelGro",
"pay_apps": "PayNow, PayLah, Visa",
"sim": "Singtel / StarHub eSIM",
"english_score": 9.8,
"tip_culture": "Not customary (service charge included)",
"update_frequency": "quarterly"
},
"New York": {
"country_code": "US",
"transport_score": 8.4,
"cashless_pct": 88,
"speed_mbps": 121.6,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 78,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 83,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Lyft",
"pay_apps": "Apple Pay, Venmo, Zelle",
"sim": "T-Mobile / Verizon eSIM",
"english_score": 10.0,
"tip_culture": "18-20% restaurants, mandatory",
"update_frequency": "quarterly"
},
"Houston": {
"country_code": "US",
"transport_score": 5.2,
"cashless_pct": 84,
"speed_mbps": 114.8,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 74,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 83,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Lyft",
"pay_apps": "Apple Pay, Venmo",
"sim": "T-Mobile eSIM",
"english_score": 9.6,
"tip_culture": "18-20% mandatory",
"update_frequency": "quarterly"
},
"Tokyo": {
"country_code": "JP",
"transport_score": 9.9,
"cashless_pct": 78,
"speed_mbps": 204.3,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 92,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 80,
"freedom_source": "Freedom House 2025",
"taxi_app": "GO / S.RIDE",
"pay_apps": "IC card (Suica), PayPay, cash",
"sim": "IIJmio / Sakura eSIM",
"english_score": 5.2,
"tip_culture": "Never tip — considered offensive",
"update_frequency": "quarterly"
},
"Beijing": {
"country_code": "CN",
"transport_score": 9.1,
"cashless_pct": 97,
"speed_mbps": 103.7,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 88,
"g5_source": "GSMA 2025",
"starlink": "Unavailable — banned",
"starlink_source": "Chinese law prohibits Starlink",
"vpn_required": true,
"restrictions": [
"Great Firewall — VPN required for most foreign services",
"Foreign VPNs technically illegal but tolerated for business",
"Download speeds throttled on foreign sites"
],
"social_blocked": [
"Google",
"Gmail",
"WhatsApp",
"Instagram",
"Facebook",
"YouTube",
"Twitter/X",
"Telegram",
"Signal",
"Dropbox"
],
"freedom_score": 9,
"freedom_source": "Freedom House 2025",
"taxi_app": "Didi (requires Chinese phone number)",
"pay_apps": "WeChat Pay, Alipay (foreigners need workaround)",
"sim": "China Unicom tourist SIM",
"english_score": 4.8,
"tip_culture": "Not customary",
"update_frequency": "quarterly"
},
"Seoul": {
"country_code": "KR",
"transport_score": 9.6,
"cashless_pct": 94,
"speed_mbps": 218.6,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 94,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [
"Some gambling/adult sites blocked"
],
"social_blocked": [],
"freedom_score": 83,
"freedom_source": "Freedom House 2025",
"taxi_app": "KakaoTaxi / Uber",
"pay_apps": "KakaoPay, Samsung Pay, Visa",
"sim": "SKT / KT eSIM",
"english_score": 6.8,
"tip_culture": "Not customary",
"update_frequency": "quarterly"
},
"Lagos": {
"country_code": "NG",
"transport_score": 4.8,
"cashless_pct": 52,
"speed_mbps": 18.3,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 12,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [
"Twitter/X banned 2021-2022 (now restored)"
],
"social_blocked": [],
"freedom_score": 43,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Bolt",
"pay_apps": "Flutterwave, GTBank, cash",
"sim": "MTN Nigeria tourist SIM",
"english_score": 8.8,
"tip_culture": "5-10% appreciated",
"update_frequency": "quarterly"
},
"Nairobi": {
"country_code": "KE",
"transport_score": 5.4,
"cashless_pct": 74,
"speed_mbps": 22.1,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 18,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 51,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Bolt",
"pay_apps": "M-Pesa (dominant), Visa",
"sim": "Safaricom eSIM",
"english_score": 8.6,
"tip_culture": "10% appreciated",
"update_frequency": "quarterly"
}
}
}
@@ -0,0 +1,151 @@
/* Landvex Design Tokens v1.0 */
/* Standardized spacing, colors, typography, and border-radius */
:root {
/* === COLORS === */
/* Primary Brand */
--color-primary: #0066FF;
--color-primary-dark: #0052CC;
--color-primary-light: #3385FF;
/* Secondary (quiXzoom accent) */
--color-accent: #FF3366;
--color-accent-dark: #E62E5C;
/* Neutral */
--color-black: #0A0A0A;
--color-dark: #1A1A1A;
--color-gray-900: #1D1D1F;
--color-gray-800: #2D2D2F;
--color-gray-700: #4A4A4A;
--color-gray-600: #6E6E73;
--color-gray-500: #8E8E93;
--color-gray-400: #A1A1A6;
--color-gray-300: #C7C7CC;
--color-gray-200: #D1D1D6;
--color-gray-100: #E5E5EA;
--color-gray-50: #F2F2F7;
--color-white: #FFFFFF;
/* Semantic */
--color-success: #22C55E;
--color-warning: #F59E0B;
--color-error: #EF4444;
--color-info: #3B82F6;
/* === SPACING === */
/* Base unit: 4px */
--space-0: 0;
--space-1: 4px;
--space-2: 8px;
--space-3: 12px;
--space-4: 16px;
--space-5: 20px;
--space-6: 24px;
--space-8: 32px;
--space-10: 40px;
--space-12: 48px;
--space-16: 64px;
--space-20: 80px;
--space-24: 96px;
/* === BORDER RADIUS === */
--radius-none: 0;
--radius-sm: 6px; /* Buttons, tags, small elements */
--radius-md: 10px; /* Cards, inputs, modals */
--radius-lg: 16px; /* Large cards, hero sections */
--radius-xl: 24px; /* Feature cards, containers */
--radius-full: 9999px; /* Pills, avatars, badges */
/* === TYPOGRAPHY === */
/* Font families */
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--font-mono: 'SF Mono', 'Fira Code', 'Consolas', monospace;
/* Font sizes (rem-based) */
--text-xs: 0.75rem; /* 12px */
--text-sm: 0.875rem; /* 14px */
--text-base: 1rem; /* 16px */
--text-lg: 1.125rem; /* 18px */
--text-xl: 1.25rem; /* 20px */
--text-2xl: 1.5rem; /* 24px */
--text-3xl: 1.875rem; /* 30px */
--text-4xl: 2.25rem; /* 36px */
--text-5xl: 3rem; /* 48px */
/* Font weights */
--font-normal: 400;
--font-medium: 500;
--font-semibold: 600;
--font-bold: 700;
--font-extrabold: 800;
/* Line heights */
--leading-none: 1;
--leading-tight: 1.25;
--leading-snug: 1.375;
--leading-normal: 1.5;
--leading-relaxed: 1.625;
--leading-loose: 2;
/* === SHADOWS === */
--shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
--shadow-md: 0 4px 6px rgba(0, 0, 0, 0.1);
--shadow-lg: 0 10px 15px rgba(0, 0, 0, 0.1);
--shadow-xl: 0 20px 25px rgba(0, 0, 0, 0.15);
--shadow-glow: 0 0 20px rgba(0, 102, 255, 0.3);
/* === TRANSITIONS === */
--transition-fast: 150ms ease;
--transition-base: 200ms ease;
--transition-slow: 300ms ease;
/* === Z-INDEX === */
--z-dropdown: 100;
--z-sticky: 200;
--z-modal: 300;
--z-popover: 400;
--z-tooltip: 500;
}
/* === UTILITY CLASSES === */
/* Use these instead of inline styles */
/* Border radius utilities */
.rounded-none { border-radius: var(--radius-none); }
.rounded-sm { border-radius: var(--radius-sm); }
.rounded-md { border-radius: var(--radius-md); }
.rounded-lg { border-radius: var(--radius-lg); }
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.m-2 { margin: var(--space-2); }
.m-4 { margin: var(--space-4); }
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.text-xs { font-size: var(--text-xs); }
.text-sm { font-size: var(--text-sm); }
.text-base { font-size: var(--text-base); }
.text-lg { font-size: var(--text-lg); }
.text-xl { font-size: var(--text-xl); }
.font-medium { font-weight: var(--font-medium); }
.font-semibold { font-weight: var(--font-semibold); }
.font-bold { font-weight: var(--font-bold); }
/* Color utilities */
.text-primary { color: var(--color-primary); }
.text-secondary { color: var(--color-gray-600); }
.text-muted { color: var(--color-gray-500); }
.bg-primary { background-color: var(--color-primary); }
.bg-dark { background-color: var(--color-dark); }
.bg-light { background-color: var(--color-gray-50); }
@@ -0,0 +1,306 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>QUIXZOOM API — Infrastructure Intelligence for Developers</title>
<meta name="description" content="Build on the world's infrastructure intelligence network. Real-time APIs for observations, alerts, and analytics.">
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; line-height: 1.6; color: #333; }
.container { max-width: 1000px; margin: 0 auto; padding: 0 2rem; }
.hero {
background: linear-gradient(135deg, #1a1a2e 0%, #16213e 100%);
color: white;
padding: 100px 0 60px;
text-align: center;
}
.hero h1 {
font-size: 3rem;
font-weight: 800;
margin-bottom: 1rem;
}
.hero p {
font-size: 1.25rem;
opacity: 0.9;
margin-bottom: 2rem;
}
.btn {
display: inline-block;
padding: 1rem 3rem;
border-radius: 8px;
text-decoration: none;
font-weight: 600;
font-size: 1.1rem;
transition: all 0.2s;
}
.btn-primary {
background: #e94560;
color: white;
}
.btn-primary:hover {
transform: translateY(-2px);
box-shadow: 0 4px 12px rgba(233, 69, 96, 0.3);
}
.code-example {
background: #1a1a2e;
color: #e2e8f0;
padding: 4rem 0;
}
.code-example h2 {
text-align: center;
font-size: 2rem;
margin-bottom: 2rem;
color: white;
}
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background: #0f172a;
border-radius: 12px;
padding: 2rem;
overflow-x: auto;
font-family: 'Monaco', 'Menlo', monospace;
font-size: 0.9rem;
line-height: 1.8;
}
.code-block .comment { color: #64748b; }
.code-block .keyword { color: #c084fc; }
.code-block .string { color: #4ade80; }
.code-block .function { color: #60a5fa; }
.features {
padding: 4rem 0;
}
.features h2 {
text-align: center;
font-size: 2rem;
margin-bottom: 2rem;
}
.feature-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
gap: 2rem;
}
.feature-card {
background: #f8f9fa;
padding: 2rem;
border-radius: 12px;
}
.feature-card h3 {
margin-bottom: 1rem;
color: #1a1a2e;
}
.feature-card ul {
list-style: none;
}
.feature-card li {
padding: 0.5rem 0;
padding-left: 1.5rem;
position: relative;
}
.feature-card li::before {
content: "→";
position: absolute;
left: 0;
color: #e94560;
}
.endpoints {
background: #f8f9fa;
padding: 4rem 0;
}
.endpoints h2 {
text-align: center;
font-size: 2rem;
margin-bottom: 2rem;
}
.endpoint-list {
display: grid;
gap: 1rem;
}
.endpoint-item {
background: white;
padding: 1.5rem;
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display: flex;
align-items: center;
gap: 1rem;
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font-weight: 600;
font-size: 0.85rem;
font-family: monospace;
}
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.method.post { background: #dcfce7; color: #166534; }
.endpoint-path {
font-family: monospace;
font-size: 0.95rem;
}
.endpoint-desc {
color: #666;
margin-left: auto;
}
.cta {
background: #1a1a2e;
color: white;
padding: 4rem 0;
text-align: center;
}
.cta h2 {
font-size: 2rem;
margin-bottom: 1rem;
}
.cta p {
opacity: 0.9;
margin-bottom: 2rem;
}
footer {
background: #111;
color: white;
padding: 2rem 0;
text-align: center;
}
footer p {
opacity: 0.5;
}
</style>
</head>
<body>
<section class="hero">
<div class="container">
<h1>Build on Real-World Intelligence</h1>
<p>Real-time APIs for observations, alerts, and infrastructure analytics.</p>
<a href="#docs" class="btn btn-primary">View Documentation →</a>
</div>
</section>
<section class="code-example">
<div class="container">
<h2>Get Started in Minutes</h2>
<div class="code-block">
<span class="comment">// Submit a Reality Alert™ observation</span>
<span class="keyword">const</span> response = <span class="keyword">await</span> <span class="function">fetch</span>(<span class="string">'https://api.quixzoom.com/v1/reality-alerts'</span>, {
method: <span class="string">'POST'</span>,
headers: {
<span class="string">'Authorization'</span>: <span class="string">'Bearer YOUR_API_KEY'</span>,
<span class="string">'Content-Type'</span>: <span class="string">'application/json'</span>
},
body: <span class="function">JSON.stringify</span>({
images: [<span class="string">'https://example.com/photo.jpg'</span>],
location: { lat: 59.3293, lng: 18.0686 },
description: <span class="string">'Large pothole on Main Street'</span>
})
});
<span class="keyword">const</span> alert = <span class="keyword">await</span> response.<span class="function">json</span>();
<span class="comment">// { id: 'RA-A1B2C3D4', severity: 'medium', reward: 2.50 }</span>
</div>
</div>
</section>
<section class="features container">
<h2>API Features</h2>
<div class="feature-grid">
<div class="feature-card">
<h3>🔍 Observations</h3>
<ul>
<li>Submit visual observations</li>
<li>Retrieve mission results</li>
<li>Batch uploads supported</li>
<li>Metadata and geotagging</li>
</ul>
</div>
<div class="feature-card">
<h3>🚨 Alerts</h3>
<ul>
<li>Real-time alert streams</li>
<li>Filter by severity, location</li>
<li>Webhook notifications</li>
<li>Resolution tracking</li>
</ul>
</div>
<div class="feature-card">
<h3>📊 Analytics</h3>
<ul>
<li>Trend analysis</li>
<li>Heat maps</li>
<li>Custom reports</li>
<li>Export to CSV/JSON</li>
</ul>
</div>
<div class="feature-card">
<h3>🔧 Management</h3>
<ul>
<li>Create and manage missions</li>
<li>Contributor management</li>
<li>Billing and usage</li>
<li>Organization settings</li>
</ul>
</div>
</div>
</section>
<section class="endpoints">
<div class="container">
<h2>API Endpoints</h2>
<div class="endpoint-list">
<div class="endpoint-item">
<span class="method get">GET</span>
<span class="endpoint-path">/v1/health</span>
<span class="endpoint-desc">API health check</span>
</div>
<div class="endpoint-item">
<span class="method get">GET</span>
<span class="endpoint-path">/v1/products</span>
<span class="endpoint-desc">List products</span>
</div>
<div class="endpoint-item">
<span class="method post">POST</span>
<span class="endpoint-path">/v1/reality-alerts</span>
<span class="endpoint-desc">Submit observation</span>
</div>
<div class="endpoint-item">
<span class="method get">GET</span>
<span class="endpoint-path">/v1/reality-alerts</span>
<span class="endpoint-desc">List alerts</span>
</div>
<div class="endpoint-item">
<span class="method get">GET</span>
<span class="endpoint-path">/v1/reality-alerts/:id</span>
<span class="endpoint-desc">Get alert details</span>
</div>
<div class="endpoint-item">
<span class="method post">POST</span>
<span class="endpoint-path">/v1/reality-alerts/:id/resolve</span>
<span class="endpoint-desc">Resolve alert</span>
</div>
<div class="endpoint-item">
<span class="method get">GET</span>
<span class="endpoint-path">/v1/reality-alerts/stats/overview</span>
<span class="endpoint-desc">Statistics</span>
</div>
</div>
</div>
</section>
<section class="cta">
<div class="container">
<h2>Ready to Build?</h2>
<p>Get your API key and start integrating infrastructure intelligence.</p>
<a href="#signup" class="btn btn-primary">Get API Key →</a>
</div>
</section>
<footer>
<div class="container">
<p>© 2026 QUIXZOOM by Landvex</p>
</div>
</footer>
</body>
</html>
@@ -0,0 +1,113 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Landvex Data Processing Addendum — for enterprise customers where Landvex acts as data processor. Contact legal@landvex.com to execute.">
<title>Data Processing Addendum — Landvex</title>
<link rel="canonical" href="https://www.landvex.com/dpa/">
<link rel="icon" type="image/x-icon" href="/favicon.ico">
<link rel="icon" type="image/svg+xml" href="/favicon.svg">
<link rel="icon" type="image/png" sizes="32x32" href="/favicon-32x32.png">
<link rel="apple-touch-icon" href="/apple-touch-icon.png">
<meta name="robots" content="index, follow">
<style>
*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
body { font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", sans-serif; background: #fff; color: #1d1d1f; line-height: 1.7; }
nav { height: 56px; border-bottom: 1px solid #e5e5e7; display: flex; align-items: center; justify-content: space-between; padding: 0 24px; position: sticky; top: 0; background: rgba(0,0,0,0.95); backdrop-filter: blur(12px); z-index: 100; }
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.logo span { color: #0066cc; }
.nav-back { font-size: 14px; color: #0066cc; text-decoration: none; }
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main { max-width: 760px; margin: 0 auto; padding: 48px 24px 80px; }
h1 { font-size: clamp(24px, 4vw, 36px); font-weight: 700; letter-spacing: -0.5px; margin-bottom: 8px; }
.meta { font-size: 13px; color: #6e6e73; margin-bottom: 40px; }
h2 { font-size: 18px; font-weight: 600; margin: 36px 0 12px; color: #1d1d1f; }
p { margin-bottom: 14px; font-size: 15px; color: #3a3a3c; }
ul { margin: 0 0 14px 20px; font-size: 15px; color: #3a3a3c; }
ul li { margin-bottom: 6px; }
ol { margin: 0 0 14px 20px; font-size: 15px; color: #3a3a3c; }
ol li { margin-bottom: 8px; }
table { width: 100%; border-collapse: collapse; margin: 16px 0 24px; font-size: 13px; }
th { background: #f5f5f7; padding: 10px 12px; text-align: left; font-weight: 600; border-bottom: 2px solid #e5e5e7; }
td { padding: 9px 12px; border-bottom: 1px solid #1a1a1a; vertical-align: top; }
.highlight { background: #f5f5f7; border-radius: var(--radius-md); padding: 16px 20px; margin: 20px 0; font-size: 14px; }
.highlight p { margin-bottom: 0; font-size: 14px; }
.info-box { background: #e8f4fd; border-left: 4px solid #0066cc; border-radius: 0 8px 8px 0; padding: 14px 18px; margin: 20px 0; font-size: 14px; color: #1d1d1f; }
footer { border-top: 1px solid #e5e5e7; padding: 24px; text-align: center; font-size: 13px; color: #6e6e73; }
footer a { color: #0066cc; text-decoration: none; }
a { color: #0066cc; }
@media (max-width: 600px) { main { padding: 32px 16px 60px; } table { font-size: 12px; } }
</style>
<style>
@media (max-width: 640px) {
.hero h1 { font-size: 2rem !important; }
.hero p { font-size: 1rem !important; }
.card { padding: 1.5rem !important; }
.grid { grid-template-columns: 1fr !important; }
.btn { padding: 0.75rem 1.5rem !important; font-size: 1rem !important; }
}
</style>
</head>
<body>
<nav aria-label="breadcrumb" style="padding: 10px 20px; color: rgba(235,235,245,0.6); font-size: 14px;">
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</nav>
<nav>
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<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#f59e0b" stroke-width="2"><path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"/><line x1="12" y1="9" x2="12" y2="13"/><line x1="12" y1="17" x2="12.01" y2="17"/></svg> <strong>Draft notice:</strong> This DPA is a working draft pending review by qualified data-protection counsel. Final version will be published before commercial launch (target: 1 August 2026).
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<h1>Data Processing Addendum</h1>
<p class="meta">Last updated: 24 June 2026 &nbsp;·&nbsp; Version 0.1 (draft)</p>
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<strong>Note on role:</strong> This DPA applies when Landvex acts as a <em>data processor</em> for enterprise customers with bespoke processing missions. For standard Landvex intelligence products, Landvex acts as an independent data controller — please contact <a href="mailto:legal@landvex.com">legal@landvex.com</a> for controller-to-controller terms.
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<p>This Data Processing Addendum ("<strong>DPA</strong>") supplements the main service agreement between the customer ("<strong>Controller</strong>") and <strong>Landvex AB</strong>, org.nr 559141-7042, Tyresö, Sweden ("<strong>Processor</strong>").</p>
<h2>1. Processing instructions</h2>
<p>Processor shall process personal data only on Controller's documented instructions, including with regard to transfers of personal data to a third country, unless required to do so by Union or Member State law; in such case, Processor shall inform Controller of that legal requirement before processing, unless the law prohibits this on grounds of public interest.</p>
<h2>2. Confidentiality</h2>
<p>Processor shall ensure that all personnel authorised to process personal data under this DPA are bound by appropriate confidentiality obligations (whether contractual or statutory) and have received appropriate data-protection training.</p>
<h2>3. Security</h2>
<p>Processor shall implement and maintain appropriate technical and organisational measures to ensure a level of security appropriate to the risk, in accordance with Article 32 GDPR. A description of current measures is published at <a href="/security/">landvex.com/security/</a>.</p>
<h2>4. Sub-processors</h2>
<p>Processor's current sub-processors are listed at <a href="/subprocessors/">landvex.com/subprocessors/</a>. Controller grants general written authorisation to engage the listed sub-processors. Processor will give Controller at least <strong>30 days' prior notice</strong> of any intended changes to the list. Controller may object to a new sub-processor within the notice period by contacting <a href="mailto:legal@landvex.com">legal@landvex.com</a>.</p>
<h2>5. Data-subject requests</h2>
<p>Processor shall assist Controller in responding to requests from data subjects exercising their rights under applicable data protection law. Processor will notify Controller of any such request received within <strong>5 business days</strong> of receipt and will not respond directly to data subjects unless authorised to do so by Controller.</p>
<h2>6. Breach notification</h2>
<p>Processor shall notify Controller of any personal data breach <strong>without undue delay</strong> and in any event within <strong>24 hours</strong> of Processor becoming aware of it. Notification will include, to the extent available: the nature of the breach; categories and approximate number of data subjects and records concerned; likely consequences; and measures taken or proposed to address the breach.</p>
<h2>7. Deletion and return</h2>
<p>Upon termination or expiry of the service agreement, Processor shall, at Controller's choice, delete or return all personal data to Controller, and delete existing copies, within <strong>30 days</strong>. Processor shall provide a written certification of deletion upon request. This obligation does not apply to the extent Processor is required by Union or Member State law to retain the personal data.</p>
<h2>8. Audit rights</h2>
<p>Processor shall make available all information reasonably necessary to demonstrate compliance with this DPA and, at Controller's reasonable request and cost, contribute to audits or inspections. Audits are limited to once per calendar year except where required by a supervisory authority or following a confirmed personal data breach. Controller shall provide reasonable prior notice.</p>
<h2>9. International transfers</h2>
<p>Any transfer of personal data outside the EEA will be made subject to appropriate safeguards, including EU Standard Contractual Clauses (Modules 2 and/or 3 as applicable) and supplementary technical and organisational measures, unless an adequacy decision applies.</p>
<h2>10. Execute this DPA</h2>
<div class="highlight">
<p>To discuss, negotiate, or execute this DPA for your organisation, contact: <a href="mailto:legal@landvex.com">legal@landvex.com</a></p>
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<h2>Contact</h2>
<p><strong>Landvex AB</strong> · org.nr 559141-7042 · Tyresö, Sweden<br>
<a href="mailto:legal@landvex.com">legal@landvex.com</a> · <a href="mailto:privacy@landvex.com">privacy@landvex.com</a></p>
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<p>© 2026 Landvex AB · org.nr 559141-7042 · Tyresö, Sweden · <a href="/privacy/">Privacy</a> · <a href="/terms/">Terms</a> · <a href="/subprocessors/">Sub-processors</a> · <a href="/dpa/">DPA</a></p>
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Methodology
</a>
<hr/>
<div class="dd-label">Products</div>
<a href="/enterprise/" style="color: #1d1d1f">Enterprise</a>
<a href="/reports/">Intelligence Reports</a>
<a href="/pilot/">Pilot Programme</a>
<hr/>
<a href="/security/">
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Security
</a>
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</li>
<li><a href="/enterprise/" class="active">Enterprise</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
<a class="btn btn-outline" href="#contact">Get in touch</a>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-eyebrow">
<svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="18" height="18" rx="2"/><path d="M3 9h18M9 21V9"/></svg>
Enterprise
</div>
<h1>Built for enterprise adoption.</h1>
<p class="hero-sub">Dedicated account management. Custom intelligence products. GDPR-compliant data processing with EU residency. SLA-backed subscriptions designed for procurement and legal teams.</p>
<div class="hero-ctas">
<a class="btn btn-lg" href="#contact">Request pilot briefing</a>
<a class="btn btn-outline btn-lg" href="/pilot/">Learn about the pilot</a>
</div>
</section>
<!-- ENTERPRISE PROCESS -->
<section class="section-alt">
<div class="container">
<div class="section-header section-header-center">
<div class="section-label">Enterprise process</div>
<h2 class="section-title">How enterprise engagements work.</h2>
<p class="section-sub">A structured onboarding path designed for organisations that need legal sign-off, security review, and proven results before committing.</p>
</div>
<div class="process-steps">
<div class="process-step">
<div class="step-num">1</div>
<h3>Discovery call</h3>
<p>We map your decision needs, data environment, and procurement requirements. 60 minutes. No obligation.</p>
</div>
<div class="process-step">
<div class="step-num">2</div>
<h3>Pilot definition</h3>
<p>We scope a fixed pilot: one question, one geography, one timeline. Fully documented before any work begins.</p>
</div>
<div class="process-step">
<div class="step-num">3</div>
<h3>Pilot delivery</h3>
<p>6 to 8 weeks. You receive a structured intelligence report with confidence scores and raw data. Fixed scope, fixed cost.</p>
</div>
<div class="process-step">
<div class="step-num">4</div>
<h3>Enterprise subscription</h3>
<p>Continuous intelligence on defined geographies and questions, covered by a full enterprise agreement and SLA.</p>
</div>
</div>
</div>
</section>
<!-- WHAT ENTERPRISE CLIENTS GET -->
<section>
<div class="container">
<div class="section-header">
<div class="section-label">What you get</div>
<h2 class="section-title">Everything an enterprise deployment requires.</h2>
<p class="section-sub">From dedicated support to legal documentation — built for teams that operate at scale.</p>
</div>
<div class="feature-grid">
<div class="feature-card">
<div class="feature-icon">
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<h3>Dedicated account management</h3>
<p>A named account manager with direct access. One point of contact for onboarding, questions, and escalations.</p>
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<div class="feature-card">
<div class="feature-icon">
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<h3>Custom intelligence products</h3>
<p>Intelligence products tailored to your sector, geography, and decision framework — not generic market data.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
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</div>
<h3>Data processing agreement</h3>
<p>A fully executed DPA covering GDPR obligations, data flows, and processor responsibilities. Ready for your DPO.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
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<h3>SLA with uptime and freshness guarantees</h3>
<p>Service level agreements that cover platform availability, data freshness, and delivery timelines. Written into contract.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
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<h3>API access with documentation</h3>
<p>Structured data delivery via API. Full documentation, authentication, and versioning included. No custom integration work required on your side.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
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</div>
<h3>Quarterly business reviews</h3>
<p>Structured QBR sessions to review intelligence quality, expand coverage, and align on upcoming intelligence needs.</p>
</div>
</div>
</div>
</section>
<!-- ENGAGEMENT MODELS -->
<section class="section-alt">
<div class="container">
<div class="section-header section-header-center">
<div class="section-label">Engagement models</div>
<h2 class="section-title">Three ways to work with Landvex.</h2>
<p class="section-sub">From a first proof of value to a continuous intelligence subscription — structured to match where you are in the procurement cycle.</p>
</div>
<div class="models-grid">
<div class="model-card featured">
<div class="model-badge">Recommended starting point</div>
<h3>Pilot programme</h3>
<p class="model-desc">A defined intelligence engagement with fixed scope, fixed cost, and a clear deliverable. The standard entry point for enterprise organisations.</p>
<p class="model-detail">6 to 8 weeks &nbsp;&middot;&nbsp; One defined geography &nbsp;&middot;&nbsp; One defined question &nbsp;&middot;&nbsp; Structured report + raw data + confidence scores</p>
<div style="margin-top:24px">
<a class="btn" href="/pilot/">See pilot details</a>
</div>
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<div class="model-card">
<h3>Project</h3>
<p class="model-desc">A one-off intelligence report for a specific decision. Defined scope, delivered once, with no ongoing commitment.</p>
<p class="model-detail">Custom scope &nbsp;&middot;&nbsp; One-off delivery &nbsp;&middot;&nbsp; Structured intelligence report &nbsp;&middot;&nbsp; Suitable for due diligence and investment decisions</p>
<div style="margin-top:24px">
<a class="btn btn-outline" href="#contact">Discuss a project</a>
</div>
</div>
<div class="model-card">
<h3>Subscription</h3>
<p class="model-desc">Continuous intelligence on defined geographies and questions. Full enterprise agreement, SLA, dedicated account management, and API access.</p>
<p class="model-detail">Annual contract &nbsp;&middot;&nbsp; Continuous updates &nbsp;&middot;&nbsp; API + reporting &nbsp;&middot;&nbsp; Dedicated account manager &nbsp;&middot;&nbsp; Quarterly business reviews</p>
<div style="margin-top:24px">
<a class="btn btn-outline" href="#contact">Request subscription briefing</a>
</div>
</div>
</div>
</div>
</section>
<!-- TRUST & COMPLIANCE -->
<section>
<div class="container">
<div style="display:grid;grid-template-columns:1fr 1fr;gap:64px;align-items:start">
<div>
<div class="section-label">Trust and compliance</div>
<h2 class="section-title">Built to pass your security review.</h2>
<p class="section-sub" style="margin-bottom:32px">We handle the documentation that procurement and legal teams require — so your team can focus on the intelligence, not the paperwork.</p>
<a class="btn btn-outline" href="/security/">Security documentation</a>
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<div class="trust-grid">
<div class="trust-item">
<div class="trust-icon">
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<div>
<h4>GDPR compliant</h4>
<p>All data processing conducted under GDPR. Full compliance documentation available.</p>
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</div>
<div class="trust-item">
<div class="trust-icon">
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<div>
<h4>EU data residency</h4>
<p>All data stored and processed on AWS eu-north-1 (Stockholm). Never leaves the EU.</p>
</div>
</div>
<div class="trust-item">
<div class="trust-icon">
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<h4>Data processing agreement</h4>
<p>A fully executed DPA available for all enterprise clients. Ready for your DPO to review.</p>
</div>
</div>
<div class="trust-item">
<div class="trust-icon">
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<h4>Security questionnaires</h4>
<p>Security questionnaires handled within 5 business days. No back-and-forth delays.</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- CTA BANNER -->
<section style="padding:80px 24px">
<div class="container">
<div class="cta-banner">
<div class="cta-label">Start with a pilot</div>
<h2>One question. One geography.<br>6 to 8 weeks.</h2>
<p>The Landvex pilot is designed to demonstrate value with fixed scope and fixed cost — so your organisation can evaluate intelligence quality before committing to a subscription.</p>
<div class="cta-meta">
<div class="cta-meta-item">
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6 to 8 weeks
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Defined geography
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Defined question
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Fixed scope
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</div>
<a class="btn btn-lg" href="#contact">Request pilot briefing</a>
</div>
</div>
</section>
<!-- CONTACT -->
<section id="contact">
<div class="container">
<div class="contact-wrapper">
<div class="section-label">Contact</div>
<h2 class="section-title">Start the conversation.</h2>
<p class="section-sub" style="margin:0 auto 40px">Tell us about your organisation and what decision you need to make. We will respond within one business day.</p>
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<p class="form-note">We respond within one business day. Your information stays private.</p>
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<div class="footer-logo">Landvex</div>
<div class="footer-copy">© 2026 LandveX AB &middot; Org.nr 559141-7042</div>
<div class="footer-tagline">Decision intelligence for the physical world.</div>
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<a href="/privacy/">Privacy</a>
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<body>
<header>
<div class="container header-content">
<div class="logo">Land<span>veX</span></div>
<nav class="nav-links">
<a href="/">Home</a>
<a href="/methodology/">Methodology</a>
<a href="/enterprise/">Enterprise</a>
</nav>
</div>
</header>
<section class="hero">
<div class="container">
<h1>Field Inspection Software Comparison 2026</h1>
<p>Side-by-side comparison of LandveX RIOS, SiteCapture, Fulcrum, iAuditor, and traditional inspection methods. Find the best solution for your infrastructure monitoring needs.</p>
<a href="/enterprise/" class="cta-button">Get Custom Comparison</a>
<a href="#comparison" class="cta-button" style="background: transparent; border: 2px solid white;">View Table</a>
</div>
</section>
<section class="comparison-section" id="comparison">
<div class="container">
<h2 class="section-title">Detailed Software Comparison</h2>
<table class="comparison-table">
<thead>
<tr>
<th>Feature/Capability</th>
<th>LandveX RIOS</th>
<th>SiteCapture</th>
<th>Fulcrum</th>
<th>iAuditor</th>
<th>Traditional</th>
</tr>
</thead>
<tbody>
<tr class="highlight">
<td><strong>Primary Focus</strong></td>
<td class="winner">Infrastructure Intelligence</td>
<td>Photo Documentation</td>
<td>General Field Data</td>
<td>Safety Inspections</td>
<td>Paper-based</td>
</tr>
<tr>
<td><strong>AI-Powered Analysis</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full orchestration</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Basic tagging</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Templates only</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr class="highlight">
<td><strong>Video Support</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 4K/8K + metadata</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Photos only</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Basic video</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Limited</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr>
<td><strong>Predictive Analytics</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 0-100 scoring</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr class="highlight">
<td><strong>Real-time Updates</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Live intelligence</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Batch upload</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Near real-time</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Near real-time</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Delayed</td>
</tr>
<tr>
<td><strong>Drone Integration</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Native support</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual upload</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Third-party</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> N/A</td>
</tr>
<tr class="highlight">
<td><strong>Knowledge Graph</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Built-in</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Spreadsheets</td>
</tr>
<tr>
<td><strong>Active Learning</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> RALE engine</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Static</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Static</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Static</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> N/A</td>
</tr>
<tr class="highlight">
<td><strong>Contradiction Detection</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> AI-powered</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual</td>
</tr>
<tr>
<td><strong>Deployment Time</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> 24-72 hours</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> 2-4 weeks</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> 1-2 weeks</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> 1-2 weeks</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Months</td>
</tr>
<tr class="highlight">
<td><strong>Pricing Model</strong></td>
<td class="winner">Usage-based</td>
<td>Per user/month</td>
<td>Per user/month</td>
<td>Per user/month</td>
<td>Staff + equipment</td>
</tr>
<tr>
<td><strong>Mobile App</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> quiXzoom (iOS/Android)</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> iOS/Android</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> iOS/Android</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> iOS/Android</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Paper forms</td>
</tr>
<tr class="highlight">
<td><strong>Offline Capability</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full offline sync</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Limited</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Yes</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Yes</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Always offline</td>
</tr>
<tr>
<td><strong>API Access</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Full REST API</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Limited</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Yes</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Limited</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr class="highlight">
<td><strong>Custom Reports</strong></td>
<td class="winner"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Automated + custom</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Templates</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Customizable</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Templates</td>
<td><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Manual</td>
</tr>
</tbody>
</table>
</div>
</section>
<section class="features">
<div class="container">
<h2 class="section-title">Key Differentiators</h2>
<div class="features-grid">
<div class="feature-card">
<h3> Purpose-Built for Infrastructure</h3>
<p>Unlike general-purpose tools, LandveX RIOS is designed specifically for infrastructure monitoring. Every feature — from video capture to predictive scoring — is optimized for bridges, roads, utilities, and urban assets.</p>
</div>
<div class="feature-card">
<h3> AI That Learns</h3>
<p>RALE (Reinforcement Active Learning Engine) means your system gets smarter with every observation. Other platforms use static models that never improve without manual updates.</p>
</div>
<div class="feature-card">
<h3> Video-First Approach</h3>
<p>While competitors focus on photos, LandveX captures continuous 4K/8K video with full metadata. This provides context that static images cannot match — critical for infrastructure assessment.</p>
</div>
<div class="feature-card">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg> Speed to Intelligence</h3>
<p>24-72 hours from mission creation to structured intelligence. Traditional methods take weeks or months. Other software platforms require 1-4 weeks of setup and training.</p>
</div>
<div class="feature-card">
<h3> Global Scale</h3>
<p>quiXzoom network provides verified field contributors in 100+ cities without requiring local staffing. Deploy in Stockholm, Singapore, or São Paulo with equal rigour.</p>
</div>
<div class="feature-card">
<h3> Usage-Based Pricing</h3>
<p>Pay for intelligence, not seats. Unlike per-user pricing that penalizes growth, LandveX scales with your actual observation volume — fair and predictable.</p>
</div>
</div>
</div>
</section>
<section class="faq">
<div class="container">
<h2 class="section-title">Frequently Asked Questions</h2>
<div class="faq-item">
<h3>Which field inspection software is best for infrastructure monitoring?</h3>
<p>LandveX RIOS is the best choice for infrastructure monitoring due to its AI-powered video analysis, predictive scoring, and continuous learning capabilities. It supports 4K/8K video from multiple sources including drones, body cameras, and vehicle-mounted systems — providing comprehensive coverage that photo-based tools cannot match.</p>
</div>
<div class="faq-item">
<h3>What is the difference between LandveX and Fulcrum?</h3>
<p>Fulcrum is a general-purpose field data collection platform suitable for various industries. LandveX RIOS is specifically designed for infrastructure intelligence with AI orchestration, predictive analytics, automated scoring, and a knowledge graph. If you need infrastructure-specific insights like deterioration prediction and risk scoring, LandveX is the clear choice.</p>
</div>
<div class="faq-item">
<h3>How does LandveX pricing compare to SiteCapture?</h3>
<p>SiteCapture uses traditional per-user pricing ($50-150/user/month), which becomes expensive as teams grow. LandveX uses usage-based pricing tied to observation volume, making it more cost-effective for organizations that need comprehensive infrastructure monitoring without adding headcount.</p>
</div>
<div class="faq-item">
<h3>Can I migrate from another platform to LandveX?</h3>
<p>Yes, LandveX supports data import from common formats and APIs. Our team can help migrate historical inspection data, photos, and reports from SiteCapture, Fulcrum, or legacy systems. The knowledge graph will integrate your historical data with new observations for continuous intelligence.</p>
</div>
<div class="faq-item">
<h3>Does LandveX work offline?</h3>
<p>Yes, the quiXzoom mobile app supports full offline operation. Field contributors can capture video, photos, and data without connectivity. Everything syncs automatically when connection is restored — including GPS metadata, timestamps, and AI analysis queue.</p>
</div>
</div>
</section>
<section class="cta-section">
<div class="container">
<h2>See LandveX in action</h2>
<p>Get a personalized comparison based on your specific infrastructure monitoring requirements.</p>
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<div class="cstat"><div class="cstat-val" style="color:#4ade80">89%</div><div class="cstat-lbl">Confidence</div></div>
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<div class="cstat"><div class="cstat-val" style="color:#fbbf24">Medium</div><div class="cstat-lbl">Contradiction</div></div>
<div class="cstat"><div class="cstat-val">Jun 2026</div><div class="cstat-lbl">Updated</div></div>
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<div class="fresh-val"><div class="fresh-dot live"></div><span>Live</span></div>
</div>
<div class="fresh-row">
<div class="fresh-source">SCB demographics</div>
<div class="fresh-val"><div class="fresh-dot recent"></div><span>2024 annual</span></div>
</div>
</div>
</div>
<!-- MOBILE BOTTOM SHEET -->
<div id="bottom-sheet-backdrop" onclick="closeBottomSheet()"></div>
<div id="bottom-sheet">
<div id="bottom-sheet-handle"></div>
<button id="bottom-sheet-close" onclick="closeBottomSheet()">&#215;</button>
<div id="bottom-sheet-content"></div>
</div>
<!-- MAP -->
<div id="map-wrap">
<div id="map-topbar">
<a href="https://www.landvex.com" id="map-logo">Land<em>vex</em></a>
<div class="map-sep"></div>
<div id="map-city-label">Göteborg — <span id="map-profile-label">Business</span></div>
<div id="map-profile-chip" style="background:rgba(0,122,255,0.12);color:#0066cc;border-color:rgba(0,122,255,0.25)">Business</div>
<div style="display:flex;gap:4px;margin-left:auto">
<button onclick="map.setView([57.71,11.97],11)" style="background:rgba(0,0,0,0.06);border:none;border-radius: var(--radius-sm);padding:4px 8px;font-size:10px;font-weight:600;color:rgba(28,28,30,0.6);cursor:pointer">GBG</button>
<button onclick="map.setView([57.0,12.5],8)" style="background:rgba(0,0,0,0.06);border:none;border-radius: var(--radius-sm);padding:4px 8px;font-size:10px;font-weight:600;color:rgba(28,28,30,0.6);cursor:pointer">Region</button>
<button onclick="window.location='/intelligence'" style="background:rgba(0,0,0,0.06);border:none;border-radius: var(--radius-sm);padding:4px 8px;font-size:10px;font-weight:600;color:rgba(28,28,30,0.6);cursor:pointer">All cities</button>
</div>
</div>
<div id="layer-bar">
<div class="ltoggle on" id="ltog-districts" onclick="toggleLayer('districts',this)">
<div class="ltoggle-dot" style="background:#4aafef"></div>Areas
</div>
<div class="ltoggle" id="ltog-pulse" onclick="toggleLayer('pulse',this)">
<div class="ltoggle-dot" style="background:#c084fc;animation:pulse-ring 1.5s ease-in-out infinite"></div>Activity
</div>
<div class="ltoggle" id="ltog-alerts" onclick="toggleLayer('alerts',this)">
<div class="ltoggle-dot" style="background:#f87171"></div>Contradictions
</div>
<div class="ltoggle on" id="ltog-police" onclick="togglePolice(this)">
<div class="ltoggle-dot" style="background:#ef4444"></div>Police
</div>
</div>
<div id="map"></div>
<div id="map-legend">
<div style="font-size:9px;font-weight:700;letter-spacing:0.8px;text-transform:uppercase;color:rgba(28,28,30,0.45);margin-bottom:7px">Intelligence Score</div>
<div style="display:flex;flex-direction:column;gap:5px">
<div style="display:flex;align-items:center;gap:7px;font-size:11px;color:rgba(28,28,30,0.75)"><div style="width:12px;height:12px;border-radius: var(--radius-full);background:#22c55e;flex-shrink:0"></div>Strong (810)</div>
<div style="display:flex;align-items:center;gap:7px;font-size:11px;color:rgba(28,28,30,0.75)"><div style="width:12px;height:12px;border-radius: var(--radius-full);background:#eab308;flex-shrink:0"></div>Moderate (68)</div>
<div style="display:flex;align-items:center;gap:7px;font-size:11px;color:rgba(28,28,30,0.75)"><div style="width:12px;height:12px;border-radius: var(--radius-full);background:#f97316;flex-shrink:0"></div>Weak (46)</div>
<div style="display:flex;align-items:center;gap:7px;font-size:11px;color:rgba(28,28,30,0.75)"><div style="width:12px;height:12px;border-radius: var(--radius-full);background:#ef4444;flex-shrink:0"></div>Poor (&lt;4)</div>
</div>
<div style="font-size:9px;color:rgba(28,28,30,0.35);margin-top:6px">Tap any area for details</div>
</div>
</div>
<!-- RIGHT -->
<div id="right">
<div id="right-header">
<div id="right-profile-label">Profile</div>
<div id="right-title">Business</div>
</div>
<div id="kpi-grid"></div>
<div id="insights-block">
<div id="insights-title">Key Insights</div>
<div id="insights-list"></div>
</div>
<div id="contra-block">
<div id="contra-header">
<div id="contra-title"><div class="contra-live-dot"></div>Contradiction Alerts</div>
<div class="contra-count" id="contra-count">1 active</div>
</div>
<div id="contra-list"></div>
</div>
<div id="news-block" style="padding:12px 16px;border-bottom:1px solid var(--border)">
<div style="font-size:9px;font-weight:700;letter-spacing:1px;text-transform:uppercase;color:var(--t3);margin-bottom:8px;display:flex;align-items:center;justify-content:space-between">
SVT Väst — Live News
<span style="font-size:9px;color:var(--t3)" id="news-time">Loading…</span>
</div>
<div id="news-list" style="font-size:10px;color:var(--t3)">Loading news…</div>
</div>
<div id="police-block" style="padding:12px 16px;border-bottom:1px solid var(--border)">
<div style="font-size:9px;font-weight:700;letter-spacing:1px;text-transform:uppercase;color:var(--t3);margin-bottom:8px;display:flex;align-items:center;justify-content:space-between">
Police Events · Live
<span style="font-size:9px;font-weight:700;background:rgba(239,68,68,0.12);color:#991b1b;border-radius: var(--radius-sm);padding:1px 7px" id="police-count">Loading…</span>
</div>
<div id="police-list" style="font-size:10px;color:var(--t3)">Loading…</div>
</div>
<div id="right-footer">
<a href="/intelligence" style="color:var(--accent3)">← All Cities</a> ·
<a href="/stockholm-intelligence" style="color:var(--accent3)">Stockholm</a> ·
<a href="/malmo-intelligence" style="color:var(--accent3)">Malmö</a> ·
<a href="/uppsala-intelligence" style="color:var(--accent3)">Uppsala</a><br><br>
Data: Polisen.se · SVT Väst · SCB · Landvex Intelligence Engine<br>
© 2026 Landvex. Source First.
</div>
</div>
</div>
<script>
/* DATA */
const D=[
{id:'centrum',name:'Centrum',lat:57.707,lng:11.967,r:1400,
confidence:{score:89,observation_count:512},
s:{business:8.4,tourist:8.9,safety:7.8,investment:8.1,nightlife:8.6,infrastructure:8.8},
c:'medium',ct:'Some traffic congestion underreported. Commercial activity slightly above classification.',
col:'#16a34a',pulse:{level:0.68,label:'High Activity'},umi:+28,
ins:{business:'Nordstan, finance district. Strong commercial core.',tourist:'Avenyn, Haga. Top Swedish destination.',safety:'Generally safe. Some evening incidents on Avenyn.',investment:'Stable market. Good yields.',nightlife:'Best nightlife outside Stockholm. Avenyn cluster.',infrastructure:'Excellent tram network. Centralstation hub.'}},
{id:'haga',name:'Haga',lat:57.698,lng:11.956,r:700,
confidence:{score:94,observation_count:378},
s:{business:6.8,tourist:9.2,safety:8.6,investment:8.8,nightlife:7.4,infrastructure:7.2},
c:'low',ct:'High alignment. Premium gentrified neighbourhood.',
col:'#16a34a',pulse:{level:0.52,label:'Moderate Activity'},umi:+42,
ins:{business:'Boutiques, cafes, creative offices.',tourist:'Most photographed neighbourhood in Gothenburg.',safety:'Very safe. Residential premium.',investment:'Rapid appreciation. Limited supply.',nightlife:'Cosy bars, wine culture.',infrastructure:'Good tram access. Parking limited.'}},
{id:'linne',name:'Linnéstaden',lat:57.696,lng:11.946,r:900,
confidence:{score:88,observation_count:341},
s:{business:7.1,tourist:8.4,safety:8.2,investment:8.5,nightlife:8.8,infrastructure:7.4},
c:'low',ct:'Hip, restaurant-dense. Strong gentrification signal.',
col:'#16a34a',pulse:{level:0.72,label:'High Activity'},umi:+54,
ins:{business:'Restaurant row, design studios, creative SMEs.',tourist:'Linnégatan — best street food & bars.',safety:'Safe. Young professional area.',investment:'Fast appreciation. Design-led gentrification.',nightlife:'Best restaurant/bar density in Gothenburg.',infrastructure:'Tram Linnéplatsen. Cycling excellent.'}},
{id:'majorna',name:'Majorna',lat:57.693,lng:11.930,r:1000,
confidence:{score:87,observation_count:261},
s:{business:5.9,tourist:6.8,safety:8.1,investment:8.2,nightlife:6.8,infrastructure:6.9},
c:'low',ct:'Artsy, working class heritage. Active gentrification.',
col:'#16a34a',pulse:{level:0.46,label:'Moderate Activity'},umi:+48,
ins:{business:'Local businesses, creative industry.',tourist:'Authentic waterfront, local culture.',safety:'Safe residential.',investment:'Active gentrification. Good entry prices.',nightlife:'Growing bar scene.',infrastructure:'Tram access. Cycling culture strong.'}},
{id:'askim',name:'Askim',lat:57.633,lng:11.930,r:2000,
confidence:{score:88,observation_count:223},
s:{business:5.8,tourist:7.2,safety:9.1,investment:8.1,nightlife:3.4,infrastructure:7.2},
c:'low',ct:'Coastal family premium. Stable alignment.',
col:'#16a34a',pulse:{level:0.32,label:'Low Activity'},umi:+22,
ins:{business:'Frölunda Torg retail cluster nearby.',tourist:'Beaches, archipelago access.',safety:'Very safe. Family coastal area.',investment:'Premium coastal demand. Strong family market.',nightlife:'Limited.',infrastructure:'Tram connections. E6 access.'}},
{id:'angered',name:'Angered',lat:57.798,lng:12.033,r:2200,
confidence:{score:74,observation_count:187},
s:{business:3.2,tourist:1.8,safety:4.1,investment:5.8,nightlife:2.9,infrastructure:5.4},
c:'high',ct:'CONTRADICTION HIGH: Official data underrepresents observed conditions. Infrastructure decay, elevated incidents.',
col:'#dc2626',pulse:{level:0.21,label:'Sparse Activity'},umi:-18,
ins:{business:'Very limited. Local services only.',tourist:'No tourist appeal.',safety:'Elevated risk. Night incidents common.',investment:'Redevelopment opportunity. Government priority.',nightlife:'Not recommended.',infrastructure:'Metro but poor local street conditions.'}},
{id:'molndal',name:'Mölndal',lat:57.656,lng:12.014,r:1600,
confidence:{score:91,observation_count:294},
s:{business:8.8,tourist:3.4,safety:8.6,investment:8.4,nightlife:3.8,infrastructure:8.2},
c:'low',ct:'Pharma/tech hub. AstraZeneca, Volvo Cars. Strong alignment.',
col:'#16a34a',pulse:{level:0.44,label:'Moderate Activity'},umi:+64,
ins:{business:'AstraZeneca global R&D, Volvo Cars HQ. Sweden\'s pharma capital.',tourist:'No tourist appeal.',safety:'Excellent. Corporate security culture.',investment:'Highest investment score in region.',nightlife:'Limited — corporate commute.',infrastructure:'Tram to Göteborg. E20 access.'}},
{id:'kungsbacka',name:'Kungsbacka',lat:57.489,lng:12.076,r:2200,
confidence:{score:88,observation_count:198},
s:{business:5.8,tourist:4.8,safety:9.2,investment:7.8,nightlife:2.8,infrastructure:6.8},
c:'low',ct:'Premium commuter belt. Coastal charm. Alignment strong.',
col:'#16a34a',pulse:{level:0.28,label:'Low Activity'},umi:+28,
ins:{business:'Local services. Growing commuter hub.',tourist:'Coastal access, archipelago.',safety:'Excellent.',investment:'Strong demand. Gothenburg spillover premium.',nightlife:'Very limited.',infrastructure:'Pendeltåg to Göteborg 25 min. E6.'}}
];
const CONTRA_ALERTS=[
{distId:'angered',name:'Angered',level:'high',desc:'Official safety data significantly understates observed conditions. Infrastructure decay confirmed. Elevated incident density.',date:'2026-06-18'},
{distId:'centrum',name:'Centrum',level:'medium',desc:'Avenyn night incidents underreported in official statistics. Traffic congestion data lag.',date:'2026-06-15'}
];
const PROF={
business:{label:'Business',col:'#2d8fcf',chipBg:'rgba(45,143,207,0.15)',chipBorder:'rgba(45,143,207,0.35)',chipCol:'#0066cc'},
tourist:{label:'Tourist',col:'#22c55e',chipBg:'rgba(34,197,94,0.15)',chipBorder:'rgba(34,197,94,0.3)',chipCol:'#16a34a'},
safety:{label:'Safety',col:'#dc2626',chipBg:'rgba(220,38,38,0.15)',chipBorder:'rgba(220,38,38,0.3)',chipCol:'#991b1b'},
investment:{label:'Investment',col:'#d97706',chipBg:'rgba(217,119,6,0.15)',chipBorder:'rgba(217,119,6,0.3)',chipCol:'#92400e'},
nightlife:{label:'Nightlife',col:'#9333ea',chipBg:'rgba(147,51,234,0.15)',chipBorder:'rgba(147,51,234,0.3)',chipCol:'#6b21a8'},
infrastructure:{label:'Infrastructure',col:'#b45309',chipBg:'rgba(180,83,9,0.15)',chipBorder:'rgba(180,83,9,0.3)',chipCol:'#78350f'}
};
const INSIGHTS={
business:['<strong>Mölndal pharma cluster</strong> — AstraZeneca + Volvo Cars R&D. Highest business score in region.','<strong>Centrum</strong> — Nordstan shopping centre, financial district. Sweden\'s second commercial city.','<strong>Linnéstaden</strong> — fast-growing creative SME base. Restaurant & design economy.','<strong>Angered contradiction</strong> — commercial vacancy 19% vs official 8%. Gap widening.'],
tourist:['<strong>Haga</strong> — most photographed neighbourhood in Sweden. Premium heritage tourism.','<strong>Centrum / Avenyn</strong> — main tourist spine. Strong seasonal peaks.','<strong>Linnéstaden</strong> — authentic local culture. Growing food tourism.','<strong>Askim coast</strong> — beach & archipelago access. Summer tourism peak.'],
safety:['<strong>Askim & Kungsbacka</strong> — highest safety scores. Premium residential.','<strong>Angered CONTRADICTION</strong> — official vs observed gap significant. Active monitoring.','<strong>Centrum Avenyn</strong> — generally safe. Night awareness needed FriSat.','<strong>Haga & Majorna</strong> — very safe. Strong community cohesion.'],
investment:['<strong>Mölndal</strong> — highest investment score. Pharma/tech driving appreciation.','<strong>Linnéstaden</strong> — fastest appreciation. Design-led gentrification.','<strong>Haga</strong> — limited supply + high demand = strong upside.','<strong>Angered</strong> — high risk, high potential. Government priority redevelopment.'],
nightlife:['<strong>Centrum Avenyn</strong> — best nightlife cluster outside Stockholm.','<strong>Linnéstaden</strong> — Linnégatan restaurant row. Premium food & bar scene.','<strong>Haga</strong> — intimate wine bars. Cultural nightlife.','<strong>Mölndal / Kungsbacka</strong> — very limited. Commuter profile.'],
infrastructure:['<strong>Centrum</strong> — excellent tram network. Centralstationen hub.','<strong>Mölndal</strong> — good tram + E20. Corporate campus access.','<strong>Askim</strong> — E6 access. Tram good.','<strong>Angered</strong> — metro accessible but local street infrastructure poor.']
};
const KPI={
business:{main:'8.4',mainLabel:'Avg Business Score',sub:'Nordstan anchor · Pharma cluster',extra:'2nd commercial city SE',extraLabel:'National rank'},
tourist:{main:'8.9',mainLabel:'Tourist Score — Centrum',sub:'Haga · Avenyn · Linnégatan',extra:'Top 3 Sweden',extraLabel:'Tourist destination'},
safety:{main:'4.1',mainLabel:'Lowest Safety — Angered',sub:'CONTRADICTION: data lag',extra:'9.1',extraLabel:'Highest — Askim'},
investment:{main:'8.8',mainLabel:'Peak Score — Mölndal',sub:'Pharma R&D driving RE',extra:'+54',extraLabel:'Top UMI — Linnéstaden'},
nightlife:{main:'8.8',mainLabel:'Nightlife Score — Linnéstaden',sub:'Restaurant row · bars',extra:'8.6',extraLabel:'Avenyn — Centrum'},
infrastructure:{main:'8.8',mainLabel:'Infra Score — Centrum',sub:'Tram network · Centralstation',extra:'Kungsbacka 25 min',extraLabel:'Pendeltåg to Centrum'}
};
let map,profile='business',polys={},pulseMarkers=[],alertMarkers=[];
let layerState={districts:true,pulse:false,alerts:false};
let policeGroup=L.layerGroup(),policeVisible=true;
function sc(v){
if(v>=8)return '#22c55e';
if(v>=6)return '#eab308';
if(v>=4)return '#f97316';
return '#ef4444';
}
function isMobile(){return window.innerWidth<=900}
function openBottomSheet(html){
document.getElementById('bottom-sheet-content').innerHTML=html;
document.getElementById('bottom-sheet').classList.add('open');
document.getElementById('bottom-sheet-backdrop').classList.add('open');
}
function closeBottomSheet(){
document.getElementById('bottom-sheet').classList.remove('open');
document.getElementById('bottom-sheet-backdrop').classList.remove('open');
}
function buildPopup(d,p){
const sv=d.s[p];
const col=sc(sv);
const cLabel=d.c==='high'?'HIGH CONTRADICTION':d.c==='medium'?'MEDIUM CONTRADICTION':'LOW CONTRADICTION';
const barsHtml=Object.entries(d.s).map(([k,v])=>`
<div class="mpop-bar-row">
<div class="mpop-bar-lbl">${k}</div>
<div class="mpop-bar-track"><div class="mpop-bar-fill" style="width:${v*10}%;background:${sc(v)}"></div></div>
<div class="mpop-bar-val" style="color:${sc(v)}">${v}</div>
</div>`).join('');
const confBadge=d.confidence?`<div style="font-size:9px;color:rgba(28,28,30,0.45);margin-bottom:6px">Confidence: <strong style="color:${d.confidence.score>=85?'#166534':d.confidence.score>=70?'#92400e':'#991b1b'}">${d.confidence.score}%</strong> · ${d.confidence.observation_count} observations</div>`:'';
return `<div class="mpop">
<div class="mpop-eyebrow">Göteborg · ${PROF[p].label}</div>
<div class="mpop-name">${d.name}</div>
${confBadge}
<div class="mpop-score-row">
<div class="mpop-score" style="color:${col}">${sv.toFixed(1)}</div>
<div style="font-size:12px;color:rgba(28,28,30,0.4);font-family:var(--mono)">/10</div>
<div style="font-size:11px;color:rgba(28,28,30,0.55);line-height:1.3">${PROF[p].label}<br>score</div>
</div>
<div class="mpop-bars">${barsHtml}</div>
<div class="mpop-contra ${d.c}">
<span class="mpop-contra-lbl">${cLabel}</span>
${d.ct}
</div>
${d.ins&&d.ins[p]?`<div class="mpop-insight">${d.ins[p]}</div>`:''}
${d.umi!==undefined?`<div style="margin-top:8px;font-size:11px;color:rgba(28,28,30,0.55)">Urban Momentum: <strong style="color:${d.umi>0?'#166534':'#991b1b'}">${d.umi>0?'+':''}${d.umi}</strong></div>`:''}
</div>`;
}
function buildList(p){
const sorted=[...D].sort((a,b)=>b.s[p]-a.s[p]);
const el=document.getElementById('district-list');
el.innerHTML=sorted.map(d=>{
const v=d.s[p];
const col=sc(v);
const cClass=d.c==='high'?'dc-high':d.c==='medium'?'dc-med':'dc-low';
const cTxt=d.c==='high'?' HIGH CONTRA':d.c==='medium'?'· MEDIUM CONTRA':'<svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> LOW CONTRA';
return `<div class="dcard" id="dc-${d.id}" onclick="focusDist('${d.id}')">
<div class="dcard-head">
<div class="dcard-name">${d.name}</div>
<div class="dcard-score" style="background:${col}18;color:${col}">${v.toFixed(1)}</div>
</div>
<div class="dcard-desc">${d.ct.length>80?d.ct.substring(0,80)+'…':d.ct}</div>
<div class="dcard-contra ${cClass}">${cTxt}</div>
</div>`;
}).join('');
}
function buildRight(p){
const kpi=KPI[p];
document.getElementById('right-title').textContent=PROF[p].label;
document.getElementById('right-profile-label').textContent='Profile';
const chip=document.getElementById('map-profile-chip');
const pr=PROF[p];
chip.textContent=pr.label;
chip.style.background=pr.chipBg;
chip.style.color=pr.chipCol;
chip.style.borderColor=pr.chipBorder;
document.getElementById('map-profile-label').textContent=pr.label;
document.getElementById('kpi-grid').innerHTML=`
<div class="kpi span2">
<div class="kpi-label" style="color:${pr.chipCol}">${kpi.mainLabel}</div>
<div class="kpi-value" style="color:${pr.chipCol}">${kpi.main}</div>
<div class="kpi-sub">${kpi.sub}</div>
</div>
<div class="kpi">
<div class="kpi-label" style="color:var(--t3)">City Rank</div>
<div class="kpi-value">${kpi.extra}</div>
<div class="kpi-sub">${kpi.extraLabel}</div>
</div>
<div class="kpi">
<div class="kpi-label" style="color:var(--t3)">Districts</div>
<div class="kpi-value">${D.length}</div>
<div class="kpi-sub">monitored</div>
</div>`;
const ins=INSIGHTS[p]||[];
document.getElementById('insights-list').innerHTML=ins.map(t=>`
<div class="insight-row">
<div class="insight-icon"></div>
<div class="insight-text">${t}</div>
</div>`).join('');
buildContraAlerts();
}
function buildContraAlerts(){
const list=document.getElementById('contra-list');
const count=document.getElementById('contra-count');
count.textContent=CONTRA_ALERTS.length+' active';
list.innerHTML=CONTRA_ALERTS.map(c=>`
<div class="contra-card c-${c.level}">
<div class="contra-card-head">
<div class="contra-card-name">${c.name}</div>
<div class="contra-card-badge ${c.level}">${c.level.toUpperCase()}</div>
</div>
<div class="contra-card-desc">${c.desc}</div>
<div style="font-size:9px;color:var(--t3);margin-top:4px">${c.date}</div>
</div>`).join('');
}
function setProfile(p,btn){
profile=p;
document.querySelectorAll('.ptab').forEach(t=>t.classList.remove('active'));
btn.classList.add('active');
buildList(p);
buildRight(p);
updatePolyColors(p);
}
function focusDist(id){
const d=D.find(x=>x.id===id);
if(!d)return;
map.setView([d.lat,d.lng],13);
if(polys[id]){
polys[id].openPopup();
if(isMobile())openBottomSheet(buildPopup(d,profile));
}
document.querySelectorAll('.dcard').forEach(c=>c.classList.remove('active'));
const el=document.getElementById('dc-'+id);
if(el)el.classList.add('active');
}
function updatePolyColors(p){
D.forEach(d=>{
const c=sc(d.s[p]);
if(polys[d.id]){
polys[d.id].setStyle({color:c,fillColor:c});
polys[d.id].setPopupContent(buildPopup(d,p));
}
});
}
function toggleLayer(name,btn){
layerState[name]=!layerState[name];
btn.classList.toggle('on',layerState[name]);
if(name==='districts'){
D.forEach(d=>{
if(polys[d.id]){
layerState.districts?polys[d.id].addTo(map):polys[d.id].remove();
}
});
}
if(name==='pulse'){
pulseMarkers.forEach(m=>layerState.pulse?m.addTo(map):m.remove());
}
if(name==='alerts'){
alertMarkers.forEach(m=>layerState.alerts?m.addTo(map):m.remove());
}
}
function togglePolice(btn){
policeVisible=!policeVisible;
btn.classList.toggle('on',policeVisible);
policeVisible?policeGroup.addTo(map):map.removeLayer(policeGroup);
}
function buildPulseMarkers(){
pulseMarkers.forEach(m=>m.remove());pulseMarkers=[];
D.forEach(d=>{
if(!d.pulse)return;
const lvl=d.pulse.level,sz=Math.round(8+lvl*10);
const col=lvl>0.7?'#c084fc':lvl>0.4?'#60a5fa':'#34d399';
const icon=L.divIcon({
className:'pulse-marker',
html:`<div style="position:relative;width:${sz*2}px;height:${sz*2}px;transform:translate(-50%,-50%);pointer-events:none">
<div class="pulse-outer" style="width:${sz*2}px;height:${sz*2}px;left:0;top:0;border:1px solid ${col};animation-duration:2.2s;background:${col}06"></div>
<div class="pulse-inner" style="width:${sz}px;height:${sz}px;left:50%;top:50%;background:${col}18;border:1px solid ${col}66"></div>
</div>`,
iconSize:[1,1],iconAnchor:[0,0]
});
const m=L.marker([d.lat,d.lng],{icon,interactive:false});
if(layerState.pulse)m.addTo(map);
pulseMarkers.push(m);
});
}
function buildAlertMarkers(){
alertMarkers.forEach(m=>m.remove());alertMarkers=[];
D.filter(d=>d.c==='high'||d.c==='medium').forEach(d=>{
const col=d.c==='high'?'#f87171':'#fbbf24';
const icon=L.divIcon({
className:'',
html:`<div style="width:18px;height:18px;border-radius: var(--radius-sm);background:rgba(0,0,0,0.95);border:2px solid ${col};display:flex;align-items:center;justify-content:center;font-size:10px;box-shadow:0 0 10px ${col}66;cursor:pointer">${d.c==='high'?'':'!'}</div>`,
iconSize:[18,18],iconAnchor:[9,9]
});
const ca=CONTRA_ALERTS.find(x=>x.distId===d.id);
const marker=L.marker([d.lat,d.lng],{icon,zIndexOffset:500});
if(ca)marker.bindPopup(`<div style="padding:10px 12px;font-family:-apple-system,sans-serif;min-width:200px">
<div style="font-size:9px;font-weight:700;letter-spacing:0.8px;text-transform:uppercase;color:${col};margin-bottom:4px">CONTRADICTION ${d.c.toUpperCase()}</div>
<div style="font-size:11px;font-weight:600;margin-bottom:4px">${d.name}</div>
<div style="font-size:10px;color:rgba(28,28,30,0.7);line-height:1.4">${ca.desc}</div>
</div>`,{maxWidth:240});
if(layerState.alerts)marker.addTo(map);
alertMarkers.push(marker);
});
}
/* POLICE */
const INCIDENT_COLORS={'Misshandel':'#ef4444','Rån':'#dc2626','Skottlossning':'#7f1d1d','Narkotikabrott':'#eab308','Stöld':'#f59e0b','Trafikolycka':'#3b82f6','default':'#6b7280'};
async function loadPoliceEvents(){
try{
const now=new Date();
const ym=now.getFullYear()+'-'+String(now.getMonth()+1).padStart(2,'0');
const r=await fetch('https://polisen.se/api/events?locationname=Göteborg&DateTime='+ym);
const data=await r.json();
const events=data.filter(e=>e.location&&e.location.gps&&e.location.gps!=='0,0');
policeGroup.clearLayers();
events.forEach(e=>{
const [lat,lng]=e.location.gps.split(',').map(Number);
if(isNaN(lat)||isNaN(lng))return;
const c=INCIDENT_COLORS[e.type]||INCIDENT_COLORS.default;
L.circleMarker([lat,lng],{radius:5,color:c,fillColor:c,fillOpacity:0.75,weight:1})
.bindPopup(`<div style="padding:10px 12px;min-width:200px">
<div style="font-size:9px;font-weight:700;color:${c};text-transform:uppercase;margin-bottom:3px">${e.type}</div>
<div style="font-size:11px;font-weight:600;margin-bottom:4px;line-height:1.4">${e.summary}</div>
<div style="font-size:9px;color:rgba(28,28,30,0.45)">Polisen.se · ${new Date(e.datetime).toLocaleString('sv-SE',{month:'short',day:'numeric',hour:'2-digit',minute:'2-digit'})}</div>
</div>`,{maxWidth:240})
.addTo(policeGroup);
});
if(policeVisible)policeGroup.addTo(map);
document.getElementById('police-count').textContent=events.length+' events';
document.getElementById('police-fresh').textContent='Live';
document.getElementById('police-list').innerHTML=events.slice(0,5).map(e=>
`<div style="padding:5px 0;border-bottom:1px solid var(--border);font-size:11px">
<span style="font-weight:600;color:${INCIDENT_COLORS[e.type]||'#6b7280'}">${e.type}</span> · ${e.summary.substring(0,60)}${e.summary.length>60?'…':''}
<div style="font-size:9px;color:var(--t3);margin-top:1px">${new Date(e.datetime).toLocaleString('sv-SE',{month:'short',day:'numeric',hour:'2-digit',minute:'2-digit'})}</div>
</div>`).join('');
}catch(e){
document.getElementById('police-count').textContent='unavailable';
document.getElementById('police-fresh').textContent='Unavailable';
}
}
/* NEWS */
async function loadNews(){
try{
const r=await fetch('/api/svt-goteborg');
const d=await r.json();
const parser=new DOMParser();
const xml=parser.parseFromString(d.contents,'text/xml');
const items=xml.querySelectorAll('item');
let html='',count=0;
items.forEach(item=>{
if(count>=6)return;
const title=item.querySelector('title');
const link=item.querySelector('link');
const pubDate=item.querySelector('pubDate');
if(!title)return;
const t=title.textContent.replace(/<!\[CDATA\[|\]\]>/g,'').trim();
const l=link?link.textContent.trim():'';
const dt=pubDate?new Date(pubDate.textContent):null;
const age=dt?timeSince(dt):'';
html+=`<div style="padding:7px 0;border-bottom:1px solid var(--border);cursor:pointer" onclick="window.open('${l}','_blank')">
<div style="font-size:13px;font-weight:600;color:var(--text);line-height:1.4;margin-bottom:2px">${t}</div>
<div style="font-size:9px;color:var(--t3)">${age} · SVT Väst</div>
</div>`;
count++;
});
document.getElementById('news-list').innerHTML=html||'<div style="font-size:10px;color:var(--t3)">No news available</div>';
document.getElementById('news-time').textContent='Updated '+new Date().toLocaleTimeString('sv-SE',{hour:'2-digit',minute:'2-digit'});
}catch(e){
document.getElementById('news-list').innerHTML='<a href="https://svt.se/nyheter/lokalt/vast" target="_blank" style="color:var(--accent3);font-size:10px">SVT Väst →</a>';
}
}
function timeSince(date){
const s=Math.floor((new Date()-date)/1000);
if(s<3600)return Math.floor(s/60)+'m ago';
if(s<86400)return Math.floor(s/3600)+'h ago';
return Math.floor(s/86400)+'d ago';
}
window.addEventListener('DOMContentLoaded',()=>{
map=L.map('map',{center:[57.7089,11.9746],zoom:11,zoomControl:true,attributionControl:false});
L.tileLayer('https://{s}.basemaps.cartocdn.com/light_all/{z}/{x}/{y}{r}.png',{maxZoom:19,subdomains:'abcd'}).addTo(map);
D.forEach(d=>{
const c=sc(d.s.business);
const poly=L.circle([d.lat,d.lng],{
radius:d.r*0.65,color:c,fillColor:c,fillOpacity:0.14,weight:2,
dashArray:d.c==='high'?'4 3':d.c==='medium'?'6 4':null
});
poly.bindPopup(buildPopup(d,'business'),{maxWidth:260,minWidth:250});
poly.on('click',()=>{
if(isMobile()){
setTimeout(()=>{map.closePopup();openBottomSheet(buildPopup(d,profile));},10);
}
});
poly.addTo(map);
polys[d.id]=poly;
if(map.getZoom()>=10){
L.marker([d.lat,d.lng],{
icon:L.divIcon({className:'label-marker',html:`<div style="font-size:11px;font-weight:700;color:#1c1c1e;text-shadow:0 1px 4px rgba(0,0,0,0.8);white-space:nowrap;pointer-events:none;background:rgba(0,0,0,0.75);padding:2px 6px;border-radius: 4px">${d.name}</div>`,iconAnchor:[0,0]}),
interactive:false
}).addTo(map);
}
});
document.getElementById('district-count').textContent=D.length;
buildPulseMarkers();
buildAlertMarkers();
buildList('business');
buildRight('business');
loadPoliceEvents();
loadNews();
});
</script>
</body>
</html>
@@ -0,0 +1,384 @@
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<html lang="en">
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--border: rgba(0,0,0,0.08);
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}
html { scroll-behavior: smooth; }
body {
font-family: -apple-system, BlinkMacSystemFont, 'Inter', 'Helvetica Neue', sans-serif;
background: var(--bg-dark);
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line-height: 1.6;
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a { color: inherit; text-decoration: none; }
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position: fixed; top: 0; left: 0; right: 0; z-index: 100;
display: flex; align-items: center; justify-content: space-between;
padding: 0 40px;
height: 64px;
background: rgba(255,255,255,0.88);
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transition: color 0.2s;
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.nav-links a:hover { color: #1d1d1f; }
.btn {
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color: #1d1d1f;
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font-weight: 600;
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border: none;
cursor: pointer;
transition: background 0.2s, transform 0.15s;
}
.btn:hover { background: var(--blue-dark); transform: translateY(-1px); }
.btn-outline {
background: transparent;
border: 1.5px solid rgba(0,0,0,0.18);
color: var(--text-light);
}
.btn-outline:hover { background: rgba(0,0,0,0.04); transform: translateY(-1px); }
/* PAGE HEADER */
.page-header {
padding: 120px 40px 72px;
max-width: 1080px;
margin: 0 auto;
}
.breadcrumb {
font-size: 13px;
color: var(--text-dim);
margin-bottom: 20px;
}
.breadcrumb a { color: var(--blue); }
.breadcrumb a:hover { color: #1d1d1f; }
.page-header h1 {
font-size: clamp(2rem, 5vw, 3.2rem);
font-weight: 700;
letter-spacing: -0.04em;
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color: #1d1d1f;
margin-bottom: 18px;
}
.page-header p {
font-size: 17px;
color: var(--text-dim);
max-width: 600px;
line-height: 1.65;
}
/* GUIDES GRID */
.guides-section {
padding: 0 40px 100px;
max-width: 1080px;
margin: 0 auto;
}
.guides-grid {
display: grid;
grid-template-columns: repeat(2, 1fr);
gap: 20px;
}
.guide-card {
display: flex;
align-items: flex-start;
gap: 20px;
background: var(--surface);
border: 1px solid var(--border);
border-radius: var(--radius-md);
padding: 28px 28px;
transition: border-color 0.2s, transform 0.2s;
}
.guide-card:hover {
border-color: rgba(0,0,0,0.16);
transform: translateY(-2px);
}
.guide-icon {
flex-shrink: 0;
width: 44px; height: 44px;
background: rgba(0,102,255,0.1);
border-radius: var(--radius-sm);
display: flex; align-items: center; justify-content: center;
color: var(--blue);
}
.guide-content h2 {
font-size: 16px;
font-weight: 700;
letter-spacing: -0.02em;
color: var(--text-light);
margin-bottom: 8px;
line-height: 1.4;
}
.guide-content p {
font-size: 14px;
color: var(--text-dim);
line-height: 1.55;
margin-bottom: 14px;
}
.guide-link {
font-size: 13px;
color: var(--blue);
font-weight: 600;
display: inline-flex;
align-items: center;
gap: 4px;
}
/* FOOTER */
footer {
background: var(--bg-dark);
border-top: 1px solid var(--border);
padding: 48px 40px;
}
.footer-inner {
max-width: 1080px;
margin: 0 auto;
display: flex;
align-items: flex-start;
justify-content: space-between;
gap: 32px;
flex-wrap: wrap;
}
.footer-logo { font-size: 17px; font-weight: 700; color: #1d1d1f; }
.footer-copy { font-size: 13px; color: var(--text-muted); }
.footer-links { display: flex; gap: 24px; align-items: center; flex-wrap: wrap; }
.footer-links a { font-size: 14px; color: var(--text-muted); transition: color 0.2s; }
.footer-links a:hover { color: #1d1d1f; }
.footer-tagline { font-size: 12px; color: var(--text-muted); margin-top: 4px; }
.footer-social {
display: inline-flex; align-items: center; justify-content: center;
width: 34px; height: 34px;
border-radius: var(--radius-md);
border: 1px solid rgba(0,0,0,0.1);
background: rgba(0,0,0,0.03);
transition: border-color 0.2s, background 0.2s;
}
.footer-social:hover { border-color: rgba(0,0,0,0.25); background: rgba(0,0,0,0.04); }
/* RESPONSIVE */
@media (max-width: 900px) {
nav { padding: 0 20px; }
.nav-links { display: none; }
.page-header { padding: 96px 20px 48px; }
.guides-section { padding: 0 20px 72px; }
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footer { padding: 40px 20px; }
.footer-inner { flex-direction: column; gap: 24px; }
.footer-links { flex-wrap: wrap; gap: 12px 16px; }
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<!-- Structured Data -->
<style>
*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
:root {
--bg-dark: #f5f5f7;
--blue: #0066FF;
--blue-dark: #0052CC;
--blue-glow: rgba(0, 102, 255, 0.10);
--text-dark: #1d1d1f;
--text-body: #3a3a3a;
--text-muted: #6e6e73;
--text-light: #1d1d1f;
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--surface-2: #f5f5f7;
--border: rgba(0,0,0,0.09);
--radius-sm: 8px;
--radius-md: 14px;
--radius-lg: 24px;
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html { scroll-behavior: smooth; }
body { background: #FFFFFF;
font-family: -apple-system, BlinkMacSystemFont, 'Inter', 'Helvetica Neue', sans-serif;
background: #FFFFFF;
color: #0A0A0A;
line-height: 1.6;
-webkit-font-smoothing: antialiased;
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a { color: inherit; text-decoration: none; }
/* NAV */
nav {
position: fixed; top: 0; left: 0; right: 0; z-index: 1000;
display: flex; align-items: center; justify-content: space-between;
padding: 0 40px;
height: 64px;
background: rgba(255,255,255,0.95);
backdrop-filter: blur(16px);
-webkit-backdrop-filter: blur(16px);
border-bottom: 1px solid rgba(0,0,0,0.08);
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.nav-logo { color: #0A0A0A;
font-size: 18px;
font-weight: 700;
letter-spacing: -0.3px;
color: #0A0A0A;
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.nav-links {
display: flex; gap: 32px; list-style: none;
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font-size: 14px;
color: #4A4A4A;
transition: color 0.2s;
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.nav-links a:hover { color: #0A0A0A; }
/* Dropdown */
.nav-dropdown {
position: relative;
}
.nav-dropdown > a {
display: flex; align-items: center; gap: 4px; cursor: pointer;
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.nav-dropdown > a::after {
content: '';
display: inline-block;
width: 0; height: 0;
border-left: 4px solid transparent;
border-right: 4px solid transparent;
border-top: 4px solid currentColor;
opacity: 0.55;
margin-top: 1px;
transition: transform 0.2s;
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.nav-dropdown:focus-within > a::after { transform: rotate(180deg); }
.nav-dropdown-menu {
display: none;
position: absolute; top: 100%; left: 50%;
transform: translateX(-50%);
background: rgba(255,255,255,0.98);
border: 1px solid var(--border);
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min-width: 220px;
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overflow-y: auto;
box-shadow: 0 16px 40px rgba(0,0,0,0.12);
z-index: 9999;
backdrop-filter: blur(12px);
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/* Bridge gap so hover doesn't break when moving from link to menu */
.nav-dropdown-menu::before {
content: '';
position: absolute;
top: -12px; left: 0; right: 0;
height: 12px;
}
.nav-dropdown:hover .nav-dropdown-menu,
.nav-dropdown:focus-within .nav-dropdown-menu { display: block; }
.nav-dropdown-menu a {
display: flex; align-items: center; gap: 10px;
padding: 10px 18px;
font-size: 14px; color: #4A4A4A;
transition: color 0.15s, background 0.15s;
white-space: nowrap;
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.nav-dropdown-menu a:hover { color: #0A0A0A; background: rgba(0,0,0,0.03); }
.nav-dropdown-menu .dd-label {
font-size: 10px; font-weight: 700; letter-spacing: 0.1em;
text-transform: uppercase; color: rgba(0,0,0,0.75);
padding: 8px 18px 4px; cursor: default;
}
.nav-dropdown-menu hr { border: none; border-top: 1px solid var(--border); margin: 6px 0; }
.btn { color: #FFFFFF;
display: inline-flex; align-items: center; gap: 6px;
padding: 10px 22px;
background: var(--blue);
color: #0A0A0A;
font-size: 14px;
font-weight: 600;
border-radius: var(--radius-md);
border: none;
cursor: pointer;
transition: background 0.2s, transform 0.15s;
}
.btn:hover { background: var(--blue-dark); transform: translateY(-1px); }
.btn-outline { color: #0A0A0A; border-color: rgba(0,0,0,0.15);
background: transparent;
border: 1.5px solid rgba(0,0,0,0.18);
color: #0A0A0A;
}
.btn-outline:hover { background: rgba(0,0,0,0.04); transform: translateY(-1px); }
.btn-lg { padding: 14px 30px; font-size: 16px; border-radius: var(--radius-md); }
/* HERO */
.hero {
min-height: 100vh;
display: flex; flex-direction: column; align-items: center; justify-content: center;
text-align: center;
padding: 120px 24px 80px;
position: relative;
overflow: hidden;
}
.hero::before {
content: '';
position: absolute;
top: -200px; left: 50%; transform: translateX(-50%);
width: 900px; height: 600px;
background: radial-gradient(ellipse at center, rgba(0,102,255,0.12) 0%, transparent 70%);
pointer-events: none;
}
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display: inline-flex; align-items: center; gap: 8px;
background: rgba(0,102,255,0.1);
border: 1px solid rgba(0,102,255,0.25);
color: #5599ff;
font-size: 12px;
font-weight: 600;
letter-spacing: 0.08em;
text-transform: uppercase;
padding: 6px 16px;
border-radius: 100px;
margin-bottom: 28px;
}
.hero h1 { color: #0A0A0A;
font-size: clamp(44px, 7vw, 80px);
font-weight: 800;
letter-spacing: -2px;
line-height: 1.05;
color: #0A0A0A;
max-width: 820px;
margin-bottom: 24px;
}
.hero-sub { color: #4A4A4A;
font-size: clamp(16px, 2vw, 20px);
color: #4A4A4A;
max-width: 640px;
line-height: 1.65;
margin-bottom: 40px;
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.hero-ctas {
display: flex; gap: 14px; flex-wrap: wrap; justify-content: center;
}
.hero-powered {
margin-top: 56px;
font-size: 13px;
color: #6E6E73;
display: flex; align-items: center; gap: 8px;
}
.hero-powered span { color: #5599ff; font-weight: 600; }
.hero-stats {
display: flex; gap: 48px; margin-top: 72px; justify-content: center; flex-wrap: wrap;
}
.stat { text-align: center; }
.stat-val {
font-size: 32px; font-weight: 800;
background: linear-gradient(135deg, #fff 60%, #5599ff);
-webkit-background-clip: text; -webkit-text-fill-color: transparent;
letter-spacing: -1px;
}
.stat-label { font-size: 13px; color: #6E6E73; margin-top: 4px; }
/* SECTION COMMON */
section { padding: 96px 24px; }
.container { max-width: 1140px; margin: 0 auto; }
.section-label {
font-size: 12px; font-weight: 700; letter-spacing: 0.1em;
text-transform: uppercase; color: var(--blue);
margin-bottom: 16px;
}
.section-title { color: #0A0A0A;
font-size: clamp(28px, 4vw, 44px);
font-weight: 800;
letter-spacing: -1.2px;
line-height: 1.1;
color: #0A0A0A;
margin-bottom: 16px;
}
.section-sub { color: #4A4A4A;
font-size: 17px;
color: #4A4A4A;
max-width: 560px;
line-height: 1.7;
}
/* DELIVER */
.deliver-bg { background: var(--surface); }
.deliver-header {
display: flex; flex-direction: column; align-items: center;
text-align: center; margin-bottom: 60px;
}
.deliver-grid {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 24px;
}
.deliver-card {
background: var(--surface-2);
border: 1px solid var(--border);
border-radius: var(--radius-lg);
padding: 36px 32px;
transition: border-color 0.25s, transform 0.2s;
}
.deliver-card:hover {
border-color: rgba(0,102,255,0.35);
transform: translateY(-3px);
box-shadow: 0 8px 24px rgba(0,0,0,0.10);
}
.deliver-icon {
width: 44px; height: 44px;
background: var(--blue-glow);
border: 1px solid rgba(0,102,255,0.25);
border-radius: var(--radius-md);
display: flex; align-items: center; justify-content: center;
font-size: 20px;
margin-bottom: 24px;
}
.deliver-card h3 { color: #0A0A0A;
font-size: 18px; font-weight: 700;
color: #0A0A0A; margin-bottom: 10px;
letter-spacing: -0.3px;
}
.deliver-card .number {
font-size: 32px; font-weight: 800;
color: var(--blue); letter-spacing: -1px;
margin-bottom: 8px;
}
.deliver-card p { color: #4A4A4A; font-size: 15px; color: #4A4A4A; line-height: 1.6; }
/* VERTICALS */
.verticals-header {
text-align: center;
margin-bottom: 60px;
}
.verticals-grid {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 20px;
}
.vertical-card {
background: var(--surface);
border: 1px solid var(--border);
border-radius: var(--radius-lg);
padding: 32px 28px;
display: flex; align-items: flex-start; gap: 18px;
transition: border-color 0.25s, background 0.2s;
}
.vertical-card:hover {
border-color: rgba(0,102,255,0.3);
background: var(--surface-2);
}
.vertical-icon {
font-size: 24px;
flex-shrink: 0;
width: 44px; height: 44px;
display: flex; align-items: center; justify-content: center;
background: #FFFFFF;
border-radius: var(--radius-md);
}
.vertical-card h3 { color: #0A0A0A; font-size: 16px; font-weight: 700; color: #0A0A0A; margin-bottom: 6px; }
.vertical-card p { color: #4A4A4A; font-size: 14px; color: #4A4A4A; line-height: 1.5; }
/* HOW IT WORKS */
.how-bg { background: var(--surface); }
.how-header { text-align: center; margin-bottom: 64px; }
.how-steps {
display: grid;
grid-template-columns: repeat(4, 1fr);
gap: 24px;
position: relative;
max-width: 1000px;
margin: 0 auto;
}
.how-steps::before {
content: '';
position: absolute;
top: 28px; left: 12.5%; right: 12.5%;
height: 1px;
background: linear-gradient(90deg, transparent, var(--blue) 20%, var(--blue) 80%, transparent);
opacity: 0.3;
}
.how-step { transition: transform .15s, border-color .15s; }
.how-step:hover { transform: translateY(-3px); border-color: rgba(0,102,255,0.4); }
.how-step {
text-align: center;
padding: 32px 24px;
position: relative;
background: #ffffff;
border: 1px solid rgba(0,0,0,0.08);
border-radius: var(--radius-lg);
}
.step-num {
width: 48px; height: 48px;
border-radius: var(--radius-full);
background: var(--blue-glow);
border: 2px solid var(--blue);
display: flex; align-items: center; justify-content: center;
font-size: 16px; font-weight: 800;
color: var(--blue);
margin: 0 auto 20px;
position: relative; z-index: 1;
}
.how-step h3 { font-size: 16px; font-weight: 700; color: #0A0A0A; margin-bottom: 8px; }
.how-step p { font-size: 14px; color: #4A4A4A; line-height: 1.6; }
/* CONTACT */
.contact-wrapper {
max-width: 680px;
margin: 0 auto;
text-align: center;
}
.contact-wrapper .section-title { color: #0A0A0A; margin-bottom: 10px; }
.contact-wrapper .section-sub { color: #4A4A4A; margin: 0 auto 48px; }
.contact-form {
background: var(--surface);
border: 1px solid var(--border);
border-radius: var(--radius-lg);
padding: 40px;
text-align: left;
}
.form-row { display: grid; grid-template-columns: 1fr 1fr; gap: 16px; margin-bottom: 16px; }
.form-group { display: flex; flex-direction: column; gap: 8px; margin-bottom: 16px; }
.form-group label { font-size: 13px; font-weight: 600; color: #4A4A4A; }
.form-group input, .form-group textarea {
background: var(--bg-dark);
border: 1.5px solid var(--border);
border-radius: var(--radius-md);
color: #0A0A0A;
font-size: 15px;
font-family: inherit;
padding: 12px 16px;
outline: none;
transition: border-color 0.2s;
width: 100%;
}
.form-group input:focus, .form-group textarea:focus {
border-color: var(--blue);
}
.form-group input::placeholder, .form-group textarea::placeholder {
color: #6E6E73;
}
.form-group textarea { min-height: 120px; resize: vertical; }
.form-note { font-size: 12px; color: #6E6E73; margin-top: 12px; text-align: center; }
#form-message {
display: none;
padding: 14px 20px;
border-radius: var(--radius-md);
font-size: 14px;
font-weight: 600;
text-align: center;
margin-top: 16px;
}
#form-message.success { background: rgba(0,200,80,0.1); border: 1px solid rgba(0,200,80,0.25); color: #4ade80; }
#form-message.error { background: rgba(255,60,60,0.1); border: 1px solid rgba(255,60,60,0.25); color: #f87171; }
/* FOOTER */
footer {
border-top: 1px solid var(--border);
padding: 40px 40px;
}
.footer-inner {
max-width: 1140px; margin: 0 auto;
display: flex; align-items: center; justify-content: space-between;
flex-wrap: wrap; gap: 20px;
}
.footer-logo { font-size: 17px; font-weight: 700; color: #0A0A0A; }
.footer-copy { font-size: 13px; color: #6E6E73; }
.footer-links { display: flex; gap: 24px; align-items: center; flex-wrap:wrap;gap:12px 24px;}
.footer-links a { font-size: 14px; color: #6E6E73; transition: color 0.2s; }
.footer-links a:hover { color: #0A0A0A; }
.vertical-card { cursor: pointer; text-decoration: none; color: inherit; display: block; transition: transform .15s, box-shadow .15s; }
.vertical-card:hover { transform: translateY(-3px); box-shadow: 0 8px 32px rgba(0,0,0,.12); }
@media(max-width:640px){
.backwards-arrow{display:none}
.backwards-step{width:calc(50% - 8px);min-width:120px}
.how-grid{grid-template-columns:1fr!important}
.how-grid>div{border-left:none!important;border-top:1px solid rgba(0,0,0,.06)!important}
.how-grid>div:first-child{border-top:none!important}
.how-grid>div{padding:36px 28px!important}
}
.vertical-card .drill-hint { font-size:.8rem; font-weight:700; color:var(--blue,#0066ff); margin-top:8px; display:block; }
.footer-social {
width: 32px; height: 32px;
border: 1px solid var(--border);
border-radius: var(--radius-md);
display: flex; align-items: center; justify-content: center;
transition: border-color 0.2s, background 0.2s;
}
.footer-social:hover { border-color: rgba(0,0,0,0.25); background: rgba(0,0,0,0.04); }
.footer-tagline { font-size: 12px; color: #6E6E73; margin-top: 4px; }
/* RESPONSIVE */
@media (max-width: 900px) {
nav { padding: 0 16px; }
.nav-links { display: none; }
.deliver-grid { grid-template-columns: 1fr; }
.verticals-grid { grid-template-columns: 1fr 1fr; }
.how-steps { grid-template-columns: 1fr 1fr; gap: 20px; }
.how-steps::before { display: none; }
.how-step { padding: 24px 20px; }
}
@media (max-width: 640px) {
.hero h1 { color: #0A0A0A; font-size: clamp(28px, 8vw, 48px); }
.hero-sub { color: #4A4A4A; font-size: 16px; }
.hero-ctas { flex-direction: column; gap: 12px; }
.hero-ctas a { width: 100%; text-align: center; }
.hero-stats { flex-direction: column; gap: 20px; align-items: flex-start; }
.section-title { color: #0A0A0A; font-size: clamp(22px, 6vw, 36px); }
.deliver-grid { grid-template-columns: 1fr; }
.deliver-card { padding: 24px 20px; }
.deliver-icon { overflow: hidden !important; }
.deliver-icon svg { max-width: 24px; max-height: 24px; flex-shrink: 0; }
.verticals-grid { grid-template-columns: 1fr; }
.how-steps { grid-template-columns: 1fr; gap: 16px; }
.how-step { padding: 20px 16px; }
.form-row { grid-template-columns: 1fr; }
.contact-form { padding: 24px 20px; }
.footer-inner { flex-direction: column; text-align: center; }
.community-pipeline { flex-direction: column; gap: 20px; padding: 24px 20px; }
.community-pipeline-text h3 { font-size: 1.1rem; }
}
@media (max-width: 480px) {
.container { padding: 0 16px !important; box-sizing: border-box; }
section { padding: 56px 0; }
.hero { padding: 80px 16px 60px; }
.deliver-grid { grid-template-columns: 1fr; gap: 16px; }
.verticals-grid { grid-template-columns: 1fr; gap: 12px; }
.vertical-card { padding: 20px 16px; }
.nav-logo { color: #0A0A0A; font-size: 18px; }
.backwards-arrow { display: none; }
.how-step { transition: transform .15s, border-color .15s; }
.how-step:hover { transform: translateY(-3px); border-color: rgba(0,102,255,0.4); }
.how-step { padding: 24px 20px; }
.contact-form { padding: 20px 16px; }
.footer-inner { gap: 24px; }
.footer-links { flex-wrap: wrap; justify-content: center; gap: 12px 16px; }
table { font-size: .75rem; }
table th, table td { padding: 8px 6px; }
.contradiction-grid { grid-template-columns: 1fr !important; }
.howwework-grid { grid-template-columns: 1fr !important; }
}
/* Global mobile fix */
@media(max-width:480px){
img, svg { max-width:100%; }
table { overflow-x:auto; display:block; }
.container { padding:0 16px !important; box-sizing:border-box; }
/* Reduce inline section padding on mobile */
section[style*="padding:80px"],
section[style*="padding:96px"] { padding-top:48px !important; padding-bottom:48px !important; }
/* Contradiction header */
div[style*="margin-bottom:56px"] { margin-bottom:32px !important; }
div[style*="margin-bottom:48px"] { margin-bottom:24px !important; }
/* How we work grid: single column */
.how-grid { grid-template-columns:1fr !important; }
.how-grid > div { border-left:none !important; border-top:1px solid rgba(0,0,0,.07) !important; padding:28px 20px !important; }
.how-grid > div:first-child { border-top:none !important; }
/* howwework-grid: single column with tighter padding */
.howwework-grid > div { padding:20px !important; }
}
/* Map section mobile fixes */
@media(max-width:600px){
.map-iframe{min-height:260px!important;height:52vh!important}
.map-overlay{position:static!important;background:rgba(0,0,0,.95)!important;border-radius: 0 0 16px 16px;flex-direction:column!important;align-items:flex-start!important;gap:12px;padding:14px 16px!important}
.map-cta-row{width:100%!important;display:flex;gap:8px;flex-wrap:wrap}
.map-cta-row a{flex:1;text-align:center;min-width:120px}
}
/* SVG overflow fix — global */
svg { max-width: 100%; overflow: visible; }
.deliver-icon svg,
.vertical-icon svg,
.footer-social svg,
.row-icon svg { overflow: hidden; flex-shrink: 0; }
/* AUDIT FIX m-001 safety net */
html,body{overflow-x:clip}
/* SOCIAL PROOF */
.social-proof {
background: #ffffff;
border-top: 1px solid rgba(0,0,0,0.06);
border-bottom: 1px solid rgba(0,0,0,0.06);
padding: 28px 24px;
text-align: center;
}
.sp-label {
font-size: 11px;
font-weight: 700;
letter-spacing: 0.12em;
text-transform: uppercase;
color: #a1a1a6;
margin-bottom: 20px;
}
.sp-logos {
display: flex;
flex-wrap: wrap;
justify-content: center;
gap: 10px 24px;
max-width: 800px;
margin: 0 auto;
}
.sp-item {
font-size: 13px;
font-weight: 600;
color: #6e6e73;
background: #FFFFFF;
border: 1px solid rgba(0,0,0,0.08);
border-radius: var(--radius-md);
padding: 8px 16px;
white-space: nowrap;
transition: border-color 0.2s, color 0.2s;
}
.sp-item:hover { border-color: rgba(0,102,255,0.22); color: #0A0A0A; }
/* P4 MICROINTERACTIONS */
.deliver-card, .vertical-card, .intel-card {
transition: transform 0.15s ease, box-shadow 0.15s ease, border-color 0.2s ease;
}
/* CTA SECONDARY */
.cta-secondary {
display: inline-flex; align-items: center; gap: 6px;
padding: 14px 22px;
background: transparent;
border: 1.5px solid rgba(0,0,0,0.18);
color: #0A0A0A;
font-size: 15px;
font-weight: 600;
border-radius: var(--radius-md,14px);
transition: background 0.2s, border-color 0.2s, transform 0.15s;
text-decoration: none;
}
.cta-secondary:hover { background: rgba(0,0,0,0.04); border-color: rgba(0,102,255,0.35); color: #0066FF; transform: translateY(-1px); }
/* FOOTER ECOSYSTEM */
.footer-ecosystem {
font-size: 12px; color: #6e6e73; margin-top: 12px; line-height: 1.5;
}
.footer-ecosystem a { color: #0066FF; text-decoration: none; }
.footer-ecosystem a:hover { text-decoration: underline; }
/* LV Illustrations */
.lv-ill-wrap{display:flex;justify-content:center;padding:40px 0 24px}
.lv-ill-wrap svg{max-width:100%;height:auto}
/* Intelligence Cards v2 */
.intel-grid{display:grid;grid-template-columns:repeat(2,1fr);gap:20px;margin-top:40px}
@media(max-width:768px){.intel-grid{grid-template-columns:1fr}}
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.intel-bar-track{flex:1;height:5px;background:rgba(0,0,0,.06);border-radius: var(--radius-sm);overflow:hidden}
.intel-bar-fill{height:100%;border-radius: var(--radius-sm);background:#0066FF}
.intel-bar-fill.risk{background:#FF3B30}
.intel-bar-fill.opp{background:#00C853}
.intel-bar-score{font-size:.6875rem;font-weight:700;color:rgba(0,0,0,.75);min-width:28px;text-align:right}
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.intel-obs{font-size:.6875rem;color:rgba(0,0,0,.75)}
.intel-cta{font-size:.75rem;font-weight:700;color:#0066FF;display:flex;align-items:center;gap:4px}
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.intel-conf-bar{width:48px;height:4px;background:rgba(0,0,0,.08);border-radius: var(--radius-sm);overflow:hidden}
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.intel-map-dot.warn{background:#FF3B30;box-shadow:0 0 0 3px rgba(255,59,48,.2)}
/* LV-ILL-02 Pipeline */
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.lv-pipeline-step{display:flex;flex-direction:column;align-items:center;gap:8px;min-width:88px}
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@media(max-width:600px){.lv-pipeline{justify-content:flex-start}.lv-pipeline-connector{width:20px}}
@media(max-width:480px){.intel-grid{grid-template-columns:1fr}.intel-kpis{grid-template-columns:repeat(3,1fr);gap:8px}.intel-kpi{padding:8px}.intel-kpi-val{font-size:1rem}.intel-bar-row{gap:8px;flex-wrap:nowrap}.intel-bar-name{min-width:70px;font-size:.6875rem}.intel-bar-score{min-width:24px;font-size:.625rem}}
@media(max-width:480px){.lv-pipeline{gap:0}.lv-pipeline-step{min-width:56px}.lv-pipeline-label{font-size:.5625rem}.lv-pipeline-icon{width:38px;height:38px;border-radius: var(--radius-md)}.lv-pipeline-connector{width:10px}}
/* Mobile fixes for landvex.com */
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/* Map overlay - REMOVED to avoid conflicts with 600px breakpoint */
/* Intelligence cards */
/* Intelligence cards */
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padding: 16px !important;
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gap: 8px !important;
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font-size: .6875rem !important;
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<li><a href="#how-it-works">How it works</a></li>
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<a href="/methodology/">Intelligence</a>
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<div class="dd-label">Learn</div>
<a href="/methodology/">
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Methodology
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Intelligence scores
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<hr/>
<div class="dd-label">Verticals</div>
<a href="/verticals/property/">Property &amp; Real Estate</a>
<a href="/verticals/investors/">Investors &amp; Asset Mgrs</a>
<a href="/verticals/municipalities/">Municipalities</a>
<a href="/verticals/infrastructure/">Infrastructure</a>
<a href="/verticals/retail/">Retail &amp; F&amp;B</a>
<a href="/verticals/insurance/">Insurance</a>
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<h1 style="font-size:clamp(28px,5vw,52px)">The OS for the physical world.</h1>
<p class="hero-sub" style="max-width:640px">Landvex RIOS transforms continuous video observations into structured Reality Intelligence. Not just data — a continuously learning system that observes, explains, prioritises and improves.</p>
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<a class="btn btn-lg" href="/verticals/insurance/">Insurance intelligence &rarr;</a>
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<h2 class="section-title">From observation to intelligence.<br>Continuously.</h2>
<p class="section-sub" style="margin:0 auto;max-width:600px">RIOS is a vendor-agnostic AI operating system that transforms video observations into structured Reality Intelligence. It supports real-time field analysis today while continuously training proprietary models that gradually replace expensive third-party inference.</p>
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<div style="font-size:.6875rem;font-weight:800;color:#0066FF;text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">01</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Reality Capture</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">QUIXZOOM mobile app, body cameras, vehicle-mounted cameras, drones, Meta smart glasses. 4K/8K video, GPS, IMU, compass, device metadata. Nothing discarded. Original media immutable.</p>
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<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">02</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">AI Orchestration</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Every observation enters an orchestration engine that decides which specialist models execute. Scene classification, object detection, semantic segmentation, depth estimation, OCR, risk detection, contribution detection.</p>
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<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">03</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Active Learning (RALE)</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">The system never asks unnecessary questions. Every human interaction maximizes future AI performance. Questions generated only when expected learning value exceeds threshold. Micro-validations in 2-5 seconds.</p>
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<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">04</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Knowledge Graph</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Every confirmed observation updates assets, relationships, ownership, condition, maintenance history, predicted deterioration, regulatory status, business opportunities. Reality itself becomes a continuously indexed database.</p>
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<h2 style="font-size:clamp(22px,4vw,36px);font-weight:800;letter-spacing:-.5px;color:#1d1d1f;margin-bottom:12px;line-height:1.15">Intelligence Map &mdash; 100+ Cities</h2>
<p style="font-size:1rem;color:#515154;max-width:500px;margin:0 auto;line-height:1.65">Click any city. Infrastructure risk, commercial vitality, contradiction index &mdash; all sourced, all traceable.</p>
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<span style="font-size:.75rem;font-weight:600;background:rgba(0,0,0,.05);color:rgba(0,0,0,.4);border-radius: var(--radius-xl);padding:5px 13px;border:1px solid rgba(0,0,0,.07)">Contradiction Index</span>
<span style="font-size:.75rem;font-weight:600;background:rgba(0,0,0,.05);color:rgba(0,0,0,.4);border-radius: var(--radius-xl);padding:5px 13px;border:1px solid rgba(0,0,0,.07)">Infrastructure Risk</span>
<span style="font-size:.75rem;font-weight:600;background:rgba(0,0,0,.05);color:rgba(0,0,0,.4);border-radius: var(--radius-xl);padding:5px 13px;border:1px solid rgba(0,0,0,.07)">Commercial Vitality</span>
<span style="font-size:.75rem;font-weight:600;background:rgba(0,0,0,.05);color:rgba(0,0,0,.4);border-radius: var(--radius-xl);padding:5px 13px;border:1px solid rgba(0,0,0,.07)">City Health</span>
<span style="font-size:.75rem;font-weight:600;background:rgba(0,0,0,.05);color:rgba(0,0,0,.4);border-radius: var(--radius-xl);padding:5px 13px;border:1px solid rgba(0,0,0,.07)">Source First</span>
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<!-- HOW WE WORK -->
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<div class="section-label" style="color:#0066FF;margin-bottom:16px;letter-spacing:0.12em">METHODOLOGY</div>
<h2 class="section-title" style="color:#0A0A0A;margin-bottom:20px;line-height:1.05;text-shadow:none">We start with your decision.<br>Not with our data.</h2>
<p style="font-size:1.0625rem;color:#4A4A4A;line-height:1.7;max-width:480px">Most intelligence platforms sell you a dataset and leave the interpretation to you. Landvex works backwards — from the decision you need to make to the intelligence required to make it confidently.</p>
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<div style="font-size:.6875rem;font-weight:800;color:#0066FF;text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">01</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Define the decision</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Which assets to prioritise? Where to invest? What to insure? You define the decision — we build the intelligence to support it.</p>
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<div style="background:#ffffff;padding:48px 44px;border-left:1px solid rgba(0,0,0,.07)">
<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">02</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Design the intelligence model</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">We translate your decision into an observation protocol — what evidence you need, at what frequency, across which locations. Nothing more, nothing less.</p>
</div>
<div style="background:#ffffff;padding:48px 44px;border-top:1px solid rgba(0,0,0,.06)">
<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">03</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Deploy field collection</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Verified contributors collect the evidence — geo-tagged, timestamped, AI-reviewed. Every observation is traceable to a person, place, and time.</p>
</div>
<div style="background:#ffffff;padding:48px 44px;border-top:1px solid rgba(0,0,0,.06);border-left:1px solid rgba(0,0,0,.07)">
<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">04</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Deliver structured intelligence</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">You receive an answer — not a dataset. Condition scores, risk rankings, change flags. Formatted for the decision you defined in step one.</p>
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</section>
<!-- 10 DECISIONS -->
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<div style="text-align:center;margin-bottom:56px">
<div class="section-label">Decision intelligence</div>
<h2 class="section-title">Ten decisions. One platform.</h2>
<p class="section-sub" style="margin:0 auto;max-width:600px">Property owners, municipalities, retailers, infrastructure operators, investors. Different industries — identical need: to make better decisions about the physical world. Landvex is built for that.</p>
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<line x1="-28" y1="-14" x2="18" y2="-14" stroke="rgba(0,0,0,0.15)" stroke-width="1.5" stroke-linecap="round"/>
<line x1="-28" y1="0" x2="22" y2="0" stroke="rgba(0,0,0,0.15)" stroke-width="1.5" stroke-linecap="round"/>
<circle cx="0" cy="28" r="12" fill="#00C853" opacity="0.15"/>
<path d="M-5 28 L-2 31 L7 23" fill="none" stroke="#00C853" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round"/>
<text y="64" text-anchor="middle" font-family="system-ui,sans-serif" font-size="11" fill="rgba(0,0,0,0.4)">Official report</text>
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<circle cx="0" cy="-6" r="9" fill="none" stroke="rgba(0,0,0,0.35)" stroke-width="1.5"/>
<path d="M-10-22 L-8-28 L8-28 L10-22" fill="none" stroke="rgba(0,0,0,0.25)" stroke-width="1.5" stroke-linecap="round"/>
<circle cx="0" cy="28" r="12" fill="#FF3B30" opacity="0.15"/>
<line x1="0" y1="22" x2="0" y2="30" stroke="#FF3B30" stroke-width="2.5" stroke-linecap="round"/>
<circle cx="0" cy="35" r="1.5" fill="#FF3B30"/>
<text y="64" text-anchor="middle" font-family="system-ui,sans-serif" font-size="11" fill="rgba(0,0,0,0.4)">Field observation</text>
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<p style="text-align:center;color:var(--text-muted);font-size:0.875rem;margin:32px 0 24px;"><svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M10 3L17 17H3L10 3Z" stroke="#f59e0b" stroke-width="2"/><path d="M10 8V12M10 14V14.5" stroke="#f59e0b" stroke-width="2" stroke-linecap="round"/></svg> All intelligence examples below are illustrative sample data for demonstration purposes.</p>
<div class="intel-grid">
<!-- CARD 1: Change Intelligence -->
<a class="intel-card" href="#contact">
<div class="intel-card-header">
<div>
<div class="intel-module">Change Intelligence</div>
<h3>What is changing?</h3>
<div class="intel-card-geo">Houston Metro &middot; Last 12 months</div>
</div>
<span class="intel-tag intel-tag-live">Live</span>
</div>
<div class="intel-kpis">
<div class="intel-kpi">
<div class="intel-kpi-val">92%</div>
<div class="intel-kpi-delta up">&uarr; 4.1%</div>
<div class="intel-kpi-lbl">Commercial occupancy</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">+1,742</div>
<div class="intel-kpi-delta up">&uarr; 12%</div>
<div class="intel-kpi-lbl">Business openings</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">+7.8%</div>
<div class="intel-kpi-delta up">&uarr;</div>
<div class="intel-kpi-lbl">Traffic volume</div>
</div>
</div>
<div style="font-size:.6875rem;font-weight:700;color:#515154;text-transform:uppercase;letter-spacing:.07em;margin-bottom:8px">Top Growing Districts</div>
<div class="intel-bar-list">
<div class="intel-bar-row"><span class="intel-bar-name">Energy Corridor</span><div class="intel-bar-track"><div class="intel-bar-fill" style="width:88%"></div></div><span class="intel-bar-score">88</span></div>
<div class="intel-bar-row"><span class="intel-bar-name">Katy</span><div class="intel-bar-track"><div class="intel-bar-fill" style="width:81%"></div></div><span class="intel-bar-score">81</span></div>
<div class="intel-bar-row"><span class="intel-bar-name">Cypress</span><div class="intel-bar-track"><div class="intel-bar-fill" style="width:74%"></div></div><span class="intel-bar-score">74</span></div>
</div>
<div class="intel-card-footer">
<span class="intel-obs">Based on 6,840 field observations</span>
<span class="intel-cta">Full analysis <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></span>
</div>
</a>
<!-- CARD 2: Opportunity Intelligence -->
<a class="intel-card" href="#contact">
<div class="intel-card-header">
<div>
<div class="intel-module">Opportunity Intelligence</div>
<h3>Where is the opportunity?</h3>
<div class="intel-card-geo">Houston Metro &middot; Ranked by score</div>
</div>
<span class="intel-tag intel-tag-live" style="background:rgba(0,200,83,.1);color:#00C853;border-color:rgba(0,200,83,.2)">High signal</span>
</div>
<div class="intel-kpis">
<div class="intel-kpi">
<div class="intel-kpi-val">92</div>
<div class="intel-kpi-delta up">Top score</div>
<div class="intel-kpi-lbl">Katy TX</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">2.1%</div>
<div class="intel-kpi-delta up">Low vacancy</div>
<div class="intel-kpi-lbl">Retail vacancy</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">+11%</div>
<div class="intel-kpi-delta up">&uarr;</div>
<div class="intel-kpi-lbl">Population growth</div>
</div>
</div>
<div style="font-size:.6875rem;font-weight:700;color:#515154;text-transform:uppercase;letter-spacing:.07em;margin-bottom:8px">Highest Opportunity Score</div>
<div class="intel-bar-list">
<div class="intel-bar-row"><span class="intel-bar-name">Katy TX</span><div class="intel-bar-track"><div class="intel-bar-fill opp" style="width:92%"></div></div><span class="intel-bar-score">92</span></div>
<div class="intel-bar-row"><span class="intel-bar-name">Spring</span><div class="intel-bar-track"><div class="intel-bar-fill opp" style="width:85%"></div></div><span class="intel-bar-score">85</span></div>
<div class="intel-bar-row"><span class="intel-bar-name">The Woodlands</span><div class="intel-bar-track"><div class="intel-bar-fill opp" style="width:79%"></div></div><span class="intel-bar-score">79</span></div>
</div>
<div class="intel-card-footer">
<span class="intel-obs">Income growth +8% &middot; Competition density: low</span>
<span class="intel-cta">Full analysis <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></span>
</div>
</a>
<!-- CARD 3: Risk Intelligence -->
<a class="intel-card" href="#contact">
<div class="intel-card-header">
<div>
<div class="intel-module">Risk Intelligence</div>
<h3>Where is the risk?</h3>
<div class="intel-card-geo">Houston Metro &middot; Risk-scored districts</div>
</div>
<span class="intel-tag intel-tag-risk">3 alerts</span>
</div>
<div class="intel-kpis">
<div class="intel-kpi">
<div class="intel-kpi-val">83</div>
<div class="intel-kpi-delta down">High risk</div>
<div class="intel-kpi-lbl">SW Houston score</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">+17%</div>
<div class="intel-kpi-delta down">&darr; trend</div>
<div class="intel-kpi-lbl">Vacancy rate</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">+21%</div>
<div class="intel-kpi-delta down">&darr;</div>
<div class="intel-kpi-lbl">Store closures</div>
</div>
</div>
<div style="font-size:.6875rem;font-weight:700;color:#515154;text-transform:uppercase;letter-spacing:.07em;margin-bottom:8px">Highest Risk Areas</div>
<div class="intel-bar-list">
<div class="intel-bar-row"><span class="intel-bar-name">SW Houston</span><div class="intel-bar-track"><div class="intel-bar-fill risk" style="width:83%"></div></div><span class="intel-bar-score">83</span></div>
<div class="intel-bar-row"><span class="intel-bar-name">Greenspoint</span><div class="intel-bar-track"><div class="intel-bar-fill risk" style="width:76%"></div></div><span class="intel-bar-score">76</span></div>
<div class="intel-bar-row"><span class="intel-bar-name">Gulfgate</span><div class="intel-bar-track"><div class="intel-bar-fill risk" style="width:68%"></div></div><span class="intel-bar-score">68</span></div>
</div>
<div class="intel-card-footer">
<span class="intel-obs">Property condition: declining &middot; 4,120 observations</span>
<span class="intel-cta">Full risk report <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></span>
</div>
</a>
<!-- CARD 4: Predictive Intelligence -->
<a class="intel-card" href="#contact">
<div class="intel-card-header">
<div>
<div class="intel-module">Predictive Intelligence</div>
<h3>What will happen next?</h3>
<div class="intel-card-geo">Houston Metro &middot; Next 24 months</div>
</div>
<span class="intel-tag intel-tag-pred">Forecast</span>
</div>
<div class="intel-map-placeholder">
<div class="intel-map-dot hot" style="top:22%;left:28%"></div>
<div class="intel-map-dot hot" style="top:38%;left:52%"></div>
<div class="intel-map-dot hot" style="top:55%;left:38%"></div>
<div class="intel-map-dot warn" style="top:65%;left:22%"></div>
<div class="intel-map-dot" style="top:30%;left:70%"></div>
<div class="intel-map-dot" style="top:48%;left:78%"></div>
<div style="position:absolute;bottom:8px;right:10px;font-size:.6rem;color:#515154;font-weight:600">Predicted growth hotspots</div>
</div>
<div class="intel-kpis">
<div class="intel-kpi">
<div class="intel-kpi-val">87%</div>
<div class="intel-kpi-delta up">Confidence</div>
<div class="intel-kpi-lbl">Model accuracy</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">4,281</div>
<div class="intel-kpi-delta up">Observations</div>
<div class="intel-kpi-lbl">Training base</div>
</div>
<div class="intel-kpi">
<div class="intel-kpi-val">3</div>
<div class="intel-kpi-delta up">Hotspots</div>
<div class="intel-kpi-lbl">Identified</div>
</div>
</div>
<div class="intel-card-footer">
<span class="intel-obs">Indicative signals &mdash; not investment advice</span>
<span class="intel-cta">View forecast <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></span>
</div>
</a>
</div>
<style>
.verticals-grid {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 20px;
align-items: stretch;
}
@media(max-width:768px){.verticals-grid{grid-template-columns:1fr 1fr}}
@media(max-width:480px){.verticals-grid{grid-template-columns:1fr}}
.vertical-card {
background: #fff;
border: 1px solid rgba(0,0,0,0.08);
border-radius: var(--radius-lg);
padding: 28px;
display: flex;
flex-direction: column;
gap: 12px;
text-decoration: none;
color: inherit;
transition: box-shadow 0.2s;
}
.vertical-card:hover {
box-shadow: 0 8px 24px rgba(0,0,0,0.12);
}
.vertical-card h3 {
margin: 0;
font-size: 1.0625rem;
font-weight: 700;
}
.vertical-card p {
margin: 0;
font-size: 0.875rem;
line-height: 1.5;
color: #4A4A4A;
}
.vertical-icon {
margin-bottom: 4px;
}
</style>
<div class="verticals-grid">
<a class="vertical-card" href="#contact">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><line x1="18" y1="20" x2="18" y2="10"/><line x1="12" y1="20" x2="12" y2="4"/><line x1="6" y1="20" x2="6" y2="14"/></svg></div>
<h3>How do we compare?</h3>
<p style="font-size:.875rem">Stockholm vs Copenhagen. Milan vs Barcelona. Your district vs the benchmark.</p>
</a>
<a class="vertical-card" href="#contact">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<h3>Where should we invest?</h3>
<p style="font-size:.875rem">New store, new road, new district, new terminal — ranked by observed potential.</p>
<p style="font-size:.75rem;color:#aaa;margin-top:4px"><em>Location intelligence only — not financial or investment advice.</em></p>
</a>
<a class="vertical-card" href="#contact">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><circle cx="12" cy="12" r="6"/><circle cx="12" cy="12" r="2"/></svg></div>
<h3>What needs attention first?</h3>
<p style="font-size:.875rem">Prioritisation within budget constraints — based on actual condition, not assumptions.</p>
</a>
<a class="vertical-card" href="#contact">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="11" cy="11" r="8"/><line x1="21" y1="21" x2="16.65" y2="16.65"/></svg></div>
<h3>What are we missing?</h3>
<p style="font-size:.875rem">Blind spots. Problems not yet visible in official data or internal reports.</p>
</a>
<a class="vertical-card" href="#contact">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><polygon points="13 2 3 14 12 14 11 22 21 10 12 10 13 2"/></svg></div>
<h3>Are resources placed correctly?</h3>
<p style="font-size:.875rem">Municipalities, infrastructure operators, property portfolios — allocation intelligence.</p>
</a>
<a class="vertical-card" href="#contact">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><line x1="2" y1="12" x2="22" y2="12"/><path d="M12 2a15.3 15.3 0 0 1 4 10 15.3 15.3 0 0 1-4 10 15.3 15.3 0 0 1-4-10 15.3 15.3 0 0 1 4-10z"/></svg></div>
<h3>What does reality actually look like?</h3>
<p style="font-size:.875rem">Not registers. Not reports. Not surveys. The physical world as it exists today.</p>
</a> </div>
</div>
</section>
<!-- DELIVER -->
<section class="deliver-bg">
<div class="container">
<div class="deliver-header">
<div class="section-label">What we deliver</div>
<h2 class="section-title">From question to decision.</h2>
<p class="section-sub">Intelligence that answers a specific question — not data that leaves you guessing.</p>
</div>
<div class="lv-pipeline" aria-label="Landvex intelligence pipeline" role="img">
<div class="lv-pipeline-step">
<div class="lv-pipeline-icon"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><rect x="2" y="3" width="20" height="14" rx="2"/><line x1="8" y1="21" x2="16" y2="21"/><line x1="12" y1="17" x2="12" y2="21"/></svg></div>
<span class="lv-pipeline-label">Mission<br>Brief</span>
</div>
<div class="lv-pipeline-connector"></div>
<div class="lv-pipeline-step">
<div class="lv-pipeline-icon"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M23 19a2 2 0 0 1-2 2H3a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h4l2-3h6l2 3h4a2 2 0 0 1 2 2z"/><circle cx="12" cy="13" r="4"/></svg></div>
<span class="lv-pipeline-label">Field<br>Collection</span>
</div>
<div class="lv-pipeline-connector"></div>
<div class="lv-pipeline-step">
<div class="lv-pipeline-icon"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg></div>
<span class="lv-pipeline-label">AI<br>Analysis</span>
</div>
<div class="lv-pipeline-connector"></div>
<div class="lv-pipeline-step">
<div class="lv-pipeline-icon"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><polyline points="12 6 12 12 16 14"/></svg></div>
<span class="lv-pipeline-label">Scoring<br>0-100</span>
</div>
<div class="lv-pipeline-connector"></div>
<div class="lv-pipeline-step">
<div class="lv-pipeline-icon"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z"/><polyline points="14 2 14 8 20 8"/><line x1="16" y1="13" x2="8" y2="13"/><line x1="16" y1="17" x2="8" y2="17"/></svg></div>
<span class="lv-pipeline-label">Intelligence<br>Report</span>
</div>
<div class="lv-pipeline-connector"></div>
<div class="lv-pipeline-step">
<div class="lv-pipeline-icon" style="background:rgba(0,200,83,.08);border-color:rgba(0,200,83,.2)"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#00C853" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><polyline points="9 11 12 14 22 4"/><path d="M21 12v7a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h11"/></svg></div>
<span class="lv-pipeline-label" style="color:rgba(0,200,83,.7)">Decision<br>Made</span>
</div>
</div>
<div class="deliver-grid">
<a class="deliver-card" href="/methodology/" style="text-decoration:none;color:inherit;cursor:pointer;display:block">
<div class="deliver-icon" style="width:48px;height:48px;min-width:48px;overflow:hidden;background:rgba(0,102,255,.12);border-radius: var(--radius-md);display:flex;align-items:center;justify-content:center;margin-bottom:16px;flex-shrink:0">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><line x1="2" y1="12" x2="22" y2="12"/><path d="M12 2a15.3 15.3 0 0 1 4 10 15.3 15.3 0 0 1-4 10 15.3 15.3 0 0 1-4-10 15.3 15.3 0 0 1 4-10z"/></svg>
</div>
<div class="number">20+</div>
<h3>Countries</h3>
<p>Launching across 20+ countries from August 2026. No local staffing or coordination infrastructure required.</p>
<span style="font-size:.8rem;font-weight:700;color:#0066ff;margin-top:12px;display:block">How it works →</span>
</a>
<a class="deliver-card" href="/methodology/" style="text-decoration:none;color:inherit;cursor:pointer;display:block">
<div class="deliver-icon" style="width:48px;height:48px;min-width:48px;overflow:hidden;background:rgba(0,102,255,.12);border-radius: var(--radius-md);display:flex;align-items:center;justify-content:center;margin-bottom:16px;flex-shrink:0">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><polyline points="12 6 12 12 16 14"/></svg>
</div>
<div class="number">2472h</div>
<h3>Speed</h3>
<p>From mission creation to structured data delivery in 24 to 72 hours. No lengthy procurement cycles.</p>
<span style="font-size:.8rem;font-weight:700;color:#0066ff;margin-top:12px;display:block">Methodology →</span>
</a>
<a class="deliver-card" href="/methodology/" style="text-decoration:none;color:inherit;cursor:pointer;display:block">
<div class="deliver-icon" style="width:48px;height:48px;min-width:48px;overflow:hidden;background:rgba(0,102,255,.12);border-radius: var(--radius-md);display:flex;align-items:center;justify-content:center;margin-bottom:16px;flex-shrink:0">
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg>
</div>
<div class="number">AI</div>
<h3>Quality</h3>
<p>Every submission reviewed for geo-compliance, technical quality and specification adherence before delivery.</p>
<span style="font-size:.8rem;font-weight:700;color:#0066ff;margin-top:12px;display:block">Quality standards →</span>
</a>
</div>
</div>
</section>
<!-- VERTICALS -->
<section id="verticals">
<div class="container">
<div class="verticals-header">
<div class="section-label">Verticals</div>
<h2 class="section-title">Who we help make better decisions.</h2>
<p class="section-sub" style="margin:0 auto;color:#515154">If your decisions depend on the physical world, we can make them sharper.</p>
</div>
<div class="verticals-grid">
<a class="vertical-card" href="/verticals/municipalities/" style="display:block;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><line x1="3" y1="22" x2="21" y2="22"/><line x1="6" y1="18" x2="6" y2="11"/><line x1="10" y1="18" x2="10" y2="11"/><line x1="14" y1="18" x2="14" y2="11"/><line x1="18" y1="18" x2="18" y2="11"/><polygon points="12 2 20 7 4 7"/></svg></div>
<div>
<h3>Municipalities &amp; Government</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Which areas will require the most investment over the next five years?</p>
<p>Urban asset management, planning compliance, public space documentation.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
<a class="vertical-card" href="/verticals/infrastructure/" style="display:block;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M18 8h1a4 4 0 0 1 0 8h-1"/><path d="M2 8h16v9a4 4 0 0 1-4 4H6a4 4 0 0 1-4-4V8z"/><line x1="6" y1="1" x2="6" y2="4"/><line x1="10" y1="1" x2="10" y2="4"/></svg></div>
<div>
<h3>Infrastructure Operators</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Where will problems emerge before they become expensive?</p>
<p>Bridge inspections, road condition surveys, utility corridor mapping.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
<a class="vertical-card" href="/verticals/property/" style="display:block;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="18" height="18" rx="2"/><path d="M3 9h18"/><path d="M9 21V9"/></svg></div>
<div>
<h3>Property &amp; Real Estate</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Is this area showing growth signals worth investigating?</p>
<p>Portfolio documentation, condition assessments, site verification at scale.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
<a class="vertical-card" href="/verticals/insurance/" style="border-color:rgba(0,102,255,.25);position:relative;display:block;text-decoration:none;color:inherit;cursor:pointer">
<span style="position:absolute;top:12px;right:12px;background:#0066FF;color:#0A0A0A;font-size:.6rem;font-weight:800;letter-spacing:.08em;text-transform:uppercase;padding:3px 8px;border-radius: 100px">Vertical</span>
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/></svg></div>
<div>
<h3>Insurance</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Which areas carry elevated risk?</p>
<p>Claims validation, pre-loss surveys, risk assessment for physical assets.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
<a class="vertical-card" href="/verticals/utilities/" style="display:block;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><polygon points="13 2 3 14 12 14 11 22 21 10 12 10 13 2"/></svg></div>
<div>
<h3>Utilities &amp; Energy</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Where is grid capacity becoming a constraint?</p>
<p>Grid infrastructure surveys, solar/wind asset documentation, network inspections.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
<a class="vertical-card" href="/verticals/logistics/" style="display:block;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="1" y="3" width="15" height="13" rx="1"/><path d="M16 8h4l3 3v5h-7V8z"/><circle cx="5.5" cy="18.5" r="2.5"/><circle cx="18.5" cy="18.5" r="2.5"/></svg></div>
<div>
<h3>Logistics</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Where is your network underperforming?</p>
<p>Last-mile network design, depot location selection, route efficiency and capacity planning.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
<a class="vertical-card" href="/verticals/retail/" style="display:block;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z"/><polyline points="9 22 9 12 15 12 15 22"/></svg></div>
<div>
<h3>Retail &amp; Franchise</h3>
<p class="vertical-question" style="font-size:.8rem;font-weight:700;color:var(--blue,#0066ff);margin-bottom:4px">Where should the next location open?</p>
<p>Store compliance audits, signage verification, location intelligence at scale.</p>
<span class="drill-hint">Deep dive →</span>
</div>
</a>
</div>
</div>
</section>
<!-- INTELLIGENCE INDEXES -->
<section id="intelligence" style="background:var(--surface-2);padding:80px 0">
<div class="container">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label">Intelligence layer</div>
<h2 class="section-title">A score from 0100.<br>For every decision about place.</h2>
<p class="section-sub" style="margin:0 auto;max-width:600px;color:var(--text-secondary)">Landvex reduces complex physical reality into a single comparable score — so you can decide faster, with more confidence. Bangkok vs Kuala Lumpur vs Manila. Same scale. Same rigour.</p>
</div>
<div class="verticals-grid">
<a class="vertical-card" href="/intelligence/city-health-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="18" height="18" rx="2"/><path d="M3 9h18M9 21V9M15 21V9"/></svg></div>
<h3>City Health Index</h3>
<p>A continuous composite score of urban condition, maintenance needs, and change velocity across a defined area.</p>
</a>
<a class="vertical-card" href="/intelligence/commercial-opportunity-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><polyline points="23 6 13.5 15.5 8.5 10.5 1 18"/><polyline points="17 6 23 6 23 12"/></svg></div>
<h3>Commercial Opportunity Index</h3>
<p>Where commercial activity is growing, which locations are underserved, and which areas are in decline.</p>
</a>
<a class="vertical-card" href="/intelligence/infrastructure-risk-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"/><line x1="12" y1="9" x2="12" y2="13"/><line x1="12" y1="17" x2="12.01" y2="17"/></svg></div>
<h3>Infrastructure Risk Index</h3>
<p>Predictive scoring of infrastructure stress points before failures occur — based on observed conditions over time.</p>
</a>
<a class="vertical-card" href="/intelligence/development-forecast/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><polygon points="12 2 15.09 8.26 22 9.27 17 14.14 18.18 21.02 12 17.77 5.82 21.02 7 14.14 2 9.27 8.91 8.26 12 2"/></svg></div>
<h3>Development Forecast</h3>
<p>Which areas are gaining investment, which are stagnating, and where the next development cycle is likely to begin.</p>
</a>
<a class="vertical-card" href="/intelligence/urban-growth-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 22V12"/><path d="M5 12H2a10 10 0 0 0 20 0h-3"/><path d="M12 12C12 7 7 4 2 4c0 5 3 8 10 8z"/><path d="M12 12c0-5 5-8 10-8-0 5-3 8-10 8z"/></svg></div>
<h3>Urban Growth Index</h3>
<p>Growth velocity by district — identifying emerging zones before they appear in official statistics.</p>
</a>
<a class="vertical-card" href="/intelligence/risk-resilience-profile/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/></svg></div>
<h3>Risk &amp; Resilience Profile</h3>
<p>Physical exposure mapping for insurance, finance, and public sector resilience planning.</p>
</a>
<a class="vertical-card" href="/intelligence/growth-velocity-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><line x1="12" y1="19" x2="12" y2="5"/><polyline points="5 12 12 5 19 12"/></svg></div>
<h3>Growth Velocity Index</h3>
<p>How fast is an area changing? Identifies emerging zones before they appear in official statistics.</p>
</a>
<a class="vertical-card" href="/intelligence/investment-attractiveness-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><polyline points="12 2 22 8.5 22 15.5 12 22 2 15.5 2 8.5 12 2"/><line x1="12" y1="22" x2="12" y2="15.5"/><polyline points="22 8.5 12 15.5 2 8.5"/></svg></div>
<h3>Location Attractiveness Index</h3>
<p>Composite score for site and location analysis — combining opportunity, risk, velocity and quality signals. Not financial investment advice.</p>
</a>
<a class="vertical-card" href="/intelligence/neighbourhood-quality-index/" style="flex-direction:column;gap:8px;display:flex;text-decoration:none;color:inherit;cursor:pointer">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z"/><polyline points="9 22 9 12 15 12 15 22"/></svg></div>
<h3>Neighbourhood Quality Index</h3>
<p>How an area is experienced — condition, activity, upkeep, and change trajectory over time.</p>
</a>
</div>
<style>
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.score-table { width:100%; border-collapse:collapse; font-size:.875rem; }
.score-table th { text-align:center; padding:10px 8px; font-weight:700; color:rgba(0,0,0,.75); font-size:.7rem; text-transform:uppercase; letter-spacing:.06em; }
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.score-table tr:last-child td { border-bottom:none; }
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</style>
<div class="score-table-wrap">
<div style="background:rgba(255,193,7,0.08);border:1px solid rgba(255,193,7,0.3);border-radius: var(--radius-md);padding:14px 18px;margin-bottom:16px;font-size:.82rem;color:rgba(0,0,0,.85);line-height:1.6">
<strong style="color:#ffc107"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#0066FF" stroke-width="2"><path d="M18 20V10"/><path d="M12 20V4"/><path d="M6 20v-6"/></svg> Format demonstration</strong> — The figures below are a simulated reference example showing report structure and output format. Live intelligence activates from August 2026 as the quiXzoom observation network launches.
</div>
<table class="score-table">
<thead>
<tr>
<th style="text-align:left">City / District</th>
<th>Opportunity</th>
<th>Growth</th>
<th>Commercial Vitality</th>
<th>Infra Stability</th>
<th>Investment Confidence</th>
</tr>
</thead>
<tbody>
<tr style="display:none">
<td data-label="">City A — District 1 <span style="font-size:.75rem;opacity:.85;font-weight:600"> sample</span></td>
<td data-label="Opp."><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">84</span></td>
<td data-label="Growth"><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">78</span></td>
<td data-label="Vitality"><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">91</span></td>
<td data-label="Infra"><span style="background:#fee2e2;color:#991b1b;font-weight:800;padding:4px 10px;border-radius: 20px">62</span></td>
<td data-label="Invest."><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">79</span></td>
</tr>
<tr style="display:none">
<td data-label="">City B — Central <span style="font-size:.75rem;opacity:.85;font-weight:600"> sample</span></td>
<td data-label="Opp."><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">77</span></td>
<td data-label="Growth"><span style="background:#fee2e2;color:#991b1b;font-weight:800;padding:4px 10px;border-radius: 20px">61</span></td>
<td data-label="Vitality"><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">83</span></td>
<td data-label="Infra"><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">88</span></td>
<td data-label="Invest."><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">82</span></td>
</tr>
<tr>
<td data-label="">Stockholm — Norrmalm</td>
<td data-label="Opp."><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">71</span></td>
<td data-label="Growth"><span style="background:#fee2e2;color:#991b1b;font-weight:800;padding:4px 10px;border-radius: 20px">58</span></td>
<td data-label="Vitality"><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">76</span></td>
<td data-label="Infra"><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">92</span></td>
<td data-label="Invest."><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">81</span></td>
</tr>
<tr>
<td data-label="">Milan — Porta Nuova</td>
<td data-label="Opp."><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">86</span></td>
<td data-label="Growth"><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">74</span></td>
<td data-label="Vitality"><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">88</span></td>
<td data-label="Infra"><span style="background:#fef9c3;color:#854d0e;font-weight:800;padding:4px 10px;border-radius: 20px">69</span></td>
<td data-label="Invest."><span style="background:#dcfce7;color:#166534;font-weight:800;padding:4px 10px;border-radius: 20px">84</span></td>
</tr>
</tbody>
</table>
<p style="font-size:.8rem;color:#515154;margin-top:12px;text-align:center;line-height:1.5">Intelligence outputs are advisory analytical signals — not investment advice, financial promotion, or statements of fact about named locations. <a href="/methodology/" style="color:#0066FF;text-decoration:underline">Methodology →</a></p>
</div>
<div style="margin-top:48px;background:#0066FF;border-radius: var(--radius-lg);padding:40px 48px;display:flex;align-items:center;gap:48px;flex-wrap:wrap">
<div style="flex:1;min-width:260px">
<h3 style="color: #0A0A0A;font-size:1.25rem;font-weight:800;margin-bottom:8px">Four layers. One answer.</h3>
<p style="color:rgba(0,0,0,0.85);line-height:1.65;font-size:.9375rem">quiXzoom observes. AMOS analyses. Landvex delivers the answer. Every engagement starts with one question: <em style="color: #0A0A0A;font-style:normal">what decision are you trying to make?</em></p>
<!-- quiXzoom → Landvex → You pipeline -->
<div style="display:flex;align-items:center;gap:0;margin-top:24px;flex-wrap:wrap">
<div style="display:flex;flex-direction:column;align-items:center;gap:6px;min-width:100px;padding:0 8px">
<div style="width:44px;height:44px;border-radius: var(--radius-md);background:rgba(0,0,0,0.15);border:1px solid rgba(0,0,0,0.25);display:flex;align-items:center;justify-content:center;font-size:20px"></div>
<div style="font-size:11px;font-weight:800;color: #0A0A0A;letter-spacing:.04em">quiXzoom</div>
<div style="font-size:10px;color:rgba(0,0,0,0.75);text-align:center;line-height:1.4">Observes reality on the ground</div>
</div>
<div style="font-size:18px;color:rgba(0,0,0,0.5);margin:0 4px;padding-bottom:22px">&rarr;</div>
<div style="display:flex;flex-direction:column;align-items:center;gap:6px;min-width:100px;padding:0 8px">
<div style="width:44px;height:44px;border-radius: var(--radius-md);background:rgba(0,0,0,0.15);border:1px solid rgba(0,0,0,0.25);display:flex;align-items:center;justify-content:center;font-size:20px"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M9 2L5 9H8L7 14L11 7H8L9 2Z" fill="#f59e0b"/></svg></div>
<div style="font-size:11px;font-weight:800;color: #0A0A0A;letter-spacing:.04em">Landvex</div>
<div style="font-size:10px;color:rgba(0,0,0,0.75);text-align:center;line-height:1.4">Analyses &amp; detects contradictions</div>
</div>
<div style="font-size:18px;color:rgba(0,0,0,0.5);margin:0 4px;padding-bottom:22px">&rarr;</div>
<div style="display:flex;flex-direction:column;align-items:center;gap:6px;min-width:100px;padding:0 8px">
<div style="width:44px;height:44px;border-radius: var(--radius-md);background:rgba(0,0,0,0.15);border:1px solid rgba(0,0,0,0.25);display:flex;align-items:center;justify-content:center;font-size:20px"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#00C853" stroke-width="3"><path d="M20 6L9 17l-5-5"/></svg></div>
<div style="font-size:11px;font-weight:800;color: #0A0A0A;letter-spacing:.04em">You decide</div>
<div style="font-size:10px;color:rgba(0,0,0,0.75);text-align:center;line-height:1.4">Act on what&rsquo;s actually happening</div>
</div>
</div>
</div>
<a class="btn btn-lg" href="#contact" style="white-space:nowrap;flex-shrink:0;background:#fff;color:#0066FF">Request a briefing →</a>
</div>
</div>
</section>
<!-- CONTRADICTION ENGINE -->
<section style="padding:80px 0;background:#f5f5f7">
<div class="container">
<div style="max-width:900px;margin:0 auto">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label" style="color:#0066FF">Advanced intelligence</div>
<h2 class="section-title">Most systems confirm what you already believe.<br>Landvex tells you when you're wrong.</h2>
<p class="section-sub" style="color:#515154;margin:0 auto;max-width:600px">The most valuable intelligence is not confirmation — it's contradiction. Landvex actively searches for conflicts between official narratives and observed reality, so you can correct course before it costs you.</p>
<p style="color:rgba(0,0,0,.9);font-size:.8rem;margin-top:8px;max-width:500px;margin-left:auto;margin-right:auto;background:rgba(255,149,0,.08);border:1px solid rgba(255,149,0,.25);border-radius: var(--radius-md);padding:8px 12px"> All contradiction analysis shown is representative data based on real observed patterns. Live intelligence from August 2026. Reports about specific named locations are based on observed field data and explicitly labelled as analytical intelligence — not statements of fact.</p>
</div>
<div style="background:#ffffff;border:1px solid rgba(0,0,0,.08);border-radius: var(--radius-lg);padding:36px 40px;margin-bottom:32px">
<div style="display:flex;align-items:flex-start;gap:16px;margin-bottom:24px">
<span style="display:inline-flex;align-items:center;justify-content:center;width:32px;height:32px;background:rgba(220,38,38,.08);border-radius: 8px"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#f87171" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 15s1-1 4-1 5 2 8 2 4-1 4-1V3s-1 1-4 1-5-2-8-2-4 1-4 1z"/><line x1="4" y1="22" x2="4" y2="15"/></svg></span>
<div>
<div style="background:#cc2222;color: #0A0A0A;font-size:.65rem;font-weight:800;text-transform:uppercase;letter-spacing:.1em;padding:3px 8px;border-radius: var(--radius-sm);display:inline-block;margin-bottom:8px">Representative data — based on real observed patterns</div><div style="color:#cc2222;font-weight:800;font-size:.9375rem;margin-bottom:4px">Narrative Conflict Detected — City B (sample)</div>
<div style="color:#515154;font-size:.875rem;line-height:1.6">Official growth indicators are positive. Observed commercial activity is declining. 7 contradicting signals vs 3 supporting signals.</div>
</div>
</div>
<div class="contradiction-grid" style="display:grid;grid-template-columns:1fr 1fr;gap:16px">
<div style="background:rgba(34,197,94,.15);border:1px solid rgba(34,197,94,.3);border-radius: var(--radius-md);padding:16px">
<div style="color:#0d5c1d;font-size:.75rem;font-weight:700;text-transform:uppercase;letter-spacing:.08em;margin-bottom:10px">Official narrative</div>
<ul style="list-style:none;padding:0;margin:0;display:flex;flex-direction:column;gap:6px">
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> GDP growth +3.2%</li>
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Construction permits up</li>
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Property prices rising</li>
</ul>
</div>
<div style="background:rgba(239,68,68,.15);border:1px solid rgba(239,68,68,.3);border-radius: var(--radius-md);padding:16px">
<div style="color:#7f1d1d;font-size:.75rem;font-weight:700;text-transform:uppercase;letter-spacing:.08em;margin-bottom:10px">Observed reality</div>
<ul style="list-style:none;padding:0;margin:0;display:flex;flex-direction:column;gap:6px">
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Vacancies +18% this quarter</li>
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Foot traffic down 12%</li>
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> 23 closures, 8 openings</li>
<li style="color:#1d1d1f;font-size:.875rem"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Maintenance deferred on 4 blocks</li>
</ul>
</div>
</div>
<div style="margin-top:20px;padding-top:20px;border-top:1px solid rgba(0,0,0,.1);display:flex;justify-content:space-between;align-items:center">
<span style="color:#515154;font-size:.8125rem">Confidence in official narrative <em style="font-size:.75rem;opacity:.85;font-weight:600"> sample</em></span>
<span style="color:#cc2222;font-weight:800;font-size:1.125rem">34% <span style="font-size:.75rem;font-weight:600;opacity:.85"> representative</span></span>
</div>
</div>
<div class="howwework-grid" style="display:grid;grid-template-columns:repeat(3,1fr);gap:2px;background:rgba(0,0,0,.05);border-radius: var(--radius-md);overflow:hidden;margin-top:32px">
<div style="background:#ffffff;padding:28px 32px;display:flex;flex-direction:column;gap:12px">
<div style="font-size:.6875rem;font-weight:800;color:#0066FF;text-transform:uppercase;letter-spacing:.12em">Intelligence</div>
<div style="color:#1d1d1f;font-weight:800;font-size:1rem;letter-spacing:-.02em;line-height:1.25">Show me what I'm missing</div>
<div style="color:#515154;font-size:.875rem;line-height:1.6">Blind spots not visible in official data or internal reports.</div>
</div>
<div style="background:#ffffff;padding:28px 32px;display:flex;flex-direction:column;gap:12px;border-left:1px solid rgba(0,0,0,.07)">
<div style="font-size:.6875rem;font-weight:800;color:#0066FF;text-transform:uppercase;letter-spacing:.12em">Validation</div>
<div style="color:#1d1d1f;font-weight:800;font-size:1rem;letter-spacing:-.02em;line-height:1.25">AI Red Team</div>
<div style="color:#515154;font-size:.875rem;line-height:1.6">Every conclusion is actively challenged by a second model before delivery.</div>
</div>
<div style="background:#ffffff;padding:28px 32px;display:flex;flex-direction:column;gap:12px;border-left:1px solid rgba(0,0,0,.07)">
<div style="font-size:.6875rem;font-weight:800;color:#0066FF;text-transform:uppercase;letter-spacing:.12em">Contradiction</div>
<div style="color:#1d1d1f;font-weight:800;font-size:1rem;letter-spacing:-.02em;line-height:1.25">Which assumptions are wrong?</div>
<div style="color:#515154;font-size:.875rem;line-height:1.6">Identify where your thesis conflicts with observed reality.</div>
</div>
</div>
</div>
</div>
</section>
<!-- HOW IT WORKS -->
<section class="how-bg" id="how-it-works">
<div class="container">
<div class="how-header">
<div class="section-label">Process</div>
<h2 class="section-title">How it works</h2>
<p class="section-sub" style="margin:0 auto;color:#515154">Four steps from your question to your decision — powered by continuous active learning.</p>
</div>
<div class="how-steps">
<a class="how-step" href="/methodology/" style="text-decoration:none;color:inherit;display:block;cursor:pointer">
<div class="step-num">1</div>
<h3>Define the decision</h3>
<p>You tell us what you need to decide — invest, insure, maintain, or move. The question drives everything.</p>
</div>
<a class="how-step" href="/methodology/" style="text-decoration:none;color:inherit;display:block;cursor:pointer">
<div class="step-num">2</div>
<h3>Collect the evidence</h3>
<p>Verified field contributors gather observations at the exact locations your decision depends on. Every frame preserved with GPS, IMU, compass, timestamp.</p>
</div>
<a class="how-step" href="/methodology/" style="text-decoration:none;color:inherit;display:block;cursor:pointer">
<div class="step-num">3</div>
<h3>AI + Human Intelligence</h3>
<p>AI orchestration analyses every observation. RALE (Reality Active Learning Engine) asks targeted micro-questions only when valuable. Human attention maximises future AI performance.</p>
</div>
<a class="how-step" href="/methodology/" style="text-decoration:none;color:inherit;display:block;cursor:pointer">
<div class="step-num">4</div>
<h3>Deliver the answer</h3>
<p>You receive structured intelligence — scores, rankings, flags, and a continuously improving Knowledge Graph of your assets.</p>
</div>
</div>
</div>
</section>
<!-- CONTRIBUTION MODE -->
<section style="padding:80px 0;background:#ffffff">
<div class="container">
<div style="text-align:center;margin-bottom:56px">
<div class="section-label">Active Learning</div>
<h2 class="section-title">Contribution Mode.<br>Train intelligence by confirming reality.</h2>
<p class="section-sub" style="margin:0 auto;max-width:600px">Instead of asking "What is this?", AI asks: "I think there's damage here, but I'm only 62% sure. Can you confirm?" Every validation permanently improves the platform.</p>
</div>
<div class="how-grid" style="display:grid;grid-template-columns:1fr 1fr;gap:2px;background:rgba(0,0,0,.06);border-radius: var(--radius-lg);overflow:hidden">
<div style="background:#f5f5f7;padding:48px 44px;position:relative;border:1px solid rgba(0,0,0,0.08)">
<div style="font-size:.6875rem;font-weight:800;color:#0066FF;text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">Micro Validation</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">2-second confirmations</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">"Is this road sign partially hidden?" [Yes] [No]. "How severe is this crack?" [Minor] [Moderate] [Severe]. Questions appear only when valuable, only when minimally disruptive.</p>
</div>
<div style="background:#f5f5f7;padding:48px 44px;border-left:1px solid rgba(0,0,0,.07)">
<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">Learning Value Score</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Prioritise by learning impact</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Every observation receives a Learning Value Score: LVS = (Uncertainty × Novelty × BusinessValue × SafetyImpact) / CostToValidate. Zoomer time is used where it has greatest impact on model quality and future operational costs.</p>
</div>
<div style="background:#f5f5f7;padding:48px 44px;border-top:1px solid rgba(0,0,0,.06)">
<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">Human Reliability</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Specialist matching</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Each Zoomer receives a continuously updated quality profile. Agreement with experts, category expertise, regional familiarity, historical accuracy. Different contributors become specialists in different domains.</p>
</div>
<div style="background:#f5f5f7;padding:48px 44px;border-top:1px solid rgba(0,0,0,.06);border-left:1px solid rgba(0,0,0,.07)">
<div style="font-size:.6875rem;font-weight:800;color:rgba(0,102,255,.7);text-transform:uppercase;letter-spacing:.14em;margin-bottom:20px">Consensus Engine</div>
<h3 style="font-size:1.375rem;font-weight:800;color:#0A0A0A;letter-spacing:-.03em;margin-bottom:12px;line-height:1.2">Maximum probability of correctness</h3>
<p style="font-size:.9375rem;color:#4A4A4A;line-height:1.7">Ground truth is determined through weighted agreement: AI prediction, human validations, historical observations, official GIS, temporal consistency, neighbour consistency. Not majority voting — maximum probability of correctness.</p>
</div>
</div>
</div>
</section>
<!-- CITIES -->
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<div class="section-label">City intelligence</div>
<h2 class="section-title">Intelligence for major cities.</h2>
<p class="section-sub" style="margin:0 auto;max-width:560px;color:#515154">Explore Landvex intelligence profiles for key cities — scores, trends, and observed conditions — launching August 2026.</p>
</div>
<div class="verticals-grid" style="grid-template-columns:repeat(3,1fr)">
<a class="vertical-card" href="/cities/stockholm/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Stockholm</h3>
<p>City Health Index, Commercial Vitality, and Infrastructure Stability scores for Stockholm.</p>
<span class="drill-hint">Explore Stockholm →</span>
</div>
</a>
<a class="vertical-card" href="/cities/berlin/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Berlin</h3>
<p>Urban growth tracking, commercial opportunity mapping, and infrastructure risk profiling for Berlin.</p>
<span class="drill-hint">Explore Berlin →</span>
</div>
</a>
<a class="vertical-card" href="/cities/paris/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Paris</h3>
<p>Investment attractiveness, neighbourhood quality, and commercial opportunity intelligence for Paris.</p>
<span class="drill-hint">Explore Paris →</span>
</div>
</a>
<a class="vertical-card" href="/cities/london/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>London</h3>
<p>Borough-level decision intelligence — development forecasts, risk profiles, and growth velocity across London.</p>
<span class="drill-hint">Explore London →</span>
</div>
</a>
<a class="vertical-card" href="/cities/bangkok/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Bangkok</h3>
<p>High-growth urban intelligence for Bangkok — opportunity indexes, commercial vitality, and infrastructure risk.</p>
<span class="drill-hint">Explore Bangkok →</span>
</div>
</a>
<a class="vertical-card" href="/cities/copenhagen/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Copenhagen</h3>
<p>Denmark · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Copenhagen →</span>
</div>
</a>
<a class="vertical-card" href="/cities/oslo/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Oslo</h3>
<p>Norway · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Oslo →</span>
</div>
</a>
<a class="vertical-card" href="/cities/helsinki/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
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<div>
<h3>Helsinki</h3>
<p>Finland · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Helsinki →</span>
</div>
</a>
<a class="vertical-card" href="/cities/vienna/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Vienna</h3>
<p>Austria · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Vienna →</span>
</div>
</a>
<a class="vertical-card" href="/cities/zurich/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Zurich</h3>
<p>Switzerland · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Zurich →</span>
</div>
</a>
<a class="vertical-card" href="/cities/madrid/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Madrid</h3>
<p>Spain · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Madrid →</span>
</div>
</a>
<a class="vertical-card" href="/cities/brussels/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Brussels</h3>
<p>Belgium · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Brussels →</span>
</div>
</a>
<a class="vertical-card" href="/cities/rotterdam/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Rotterdam</h3>
<p>Netherlands · <span style="color:#f59e0b;font-weight:600;font-size:.8rem">Launching August 2026</span></p>
<span class="drill-hint">Explore Rotterdam →</span>
</div>
</a>
<a class="vertical-card" href="/cities/milan/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
<div>
<h3>Milan</h3>
<p>Italy · Investment attractiveness, commercial opportunity, and urban growth intelligence for Milan and its key districts.</p>
<span class="drill-hint">Explore Milan →</span>
</div>
</a>
</div>
</div>
</section>
<!-- USE CASES -->
<section id="use-cases" style="padding:80px 0;background:var(--surface)">
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<div class="section-label">Use cases</div>
<h2 class="section-title">Decisions Landvex supports.</h2>
<p class="section-sub" style="color:#4A4A4A;margin:0 auto;max-width:560px">From bridge inspections to retail site selection — real decisions made with better intelligence.</p>
</div>
<div class="verticals-grid">
<a class="vertical-card" href="/use-cases/retail-site-selection/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
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<h3>Retail Site Selection</h3>
<p>Where should the next location open?</p>
<span class="drill-hint">Explore →</span>
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<a class="vertical-card" href="/use-cases/infrastructure-risk/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"/><line x1="12" y1="9" x2="12" y2="13"/><line x1="12" y1="17" x2="12.01" y2="17"/></svg></div>
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<h3>Infrastructure Risk</h3>
<p>Where will problems emerge before they become expensive?</p>
<span class="drill-hint">Explore →</span>
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<a class="vertical-card" href="/use-cases/investment-screening/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><line x1="12" y1="1" x2="12" y2="23"/><path d="M17 5H9.5a3.5 3.5 0 0 0 0 7h5a3.5 3.5 0 0 1 0 7H6"/></svg></div>
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<h3>Investment Screening</h3>
<p>Which areas offer the best risk-adjusted opportunity?</p>
<span class="drill-hint">Explore →</span>
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<a class="vertical-card" href="/use-cases/post-disaster-assessment/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg></div>
<div>
<h3>Post-Disaster Assessment</h3>
<p>Rapid field documentation after events.</p>
<span class="drill-hint">Explore →</span>
</div>
</a>
<a class="vertical-card" href="/use-cases/bridge-inspection/sweden/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M4 12 Q12 4 20 12"/><line x1="4" y1="12" x2="4" y2="18"/><line x1="20" y1="12" x2="20" y2="18"/><line x1="4" y1="18" x2="20" y2="18"/><line x1="10" y1="12" x2="10" y2="18"/><line x1="16" y1="12" x2="16" y2="18"/></svg></div>
<div>
<h3>Bridge Inspection</h3>
<p>Structural condition monitoring at scale.</p>
<span class="drill-hint">Explore →</span>
</div>
</a>
<a class="vertical-card" href="/use-cases/road-inspection/sweden/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M5 21L12 3l7 18"/><line x1="9" y1="14" x2="15" y2="14"/></svg></div>
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<h3>Road Inspection</h3>
<p>Continuous road surface condition monitoring.</p>
<span class="drill-hint">Explore →</span>
</div>
</a>
<a class="vertical-card" href="/contact/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="18" height="18" rx="2" ry="2"/><line x1="3" y1="9" x2="21" y2="9"/><line x1="9" y1="21" x2="9" y2="9"/></svg></div>
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<h3>Facade Inspection</h3>
<p>Building condition at portfolio scale.</p>
<span class="drill-hint">Explore →</span>
</div>
</a>
<a class="vertical-card" href="/contact/" style="display:block;text-decoration:none;color:inherit;cursor:pointer;flex-direction:column">
<div class="vertical-icon"><svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="#0066ff" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z"/><path d="M9 22V12h6v10"/><line x1="12" y1="7" x2="12.01" y2="7"/></svg></div>
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<h3>Commercial Survey</h3>
<p>Commercial frontage and vitality mapping.</p>
<span class="drill-hint">Explore →</span>
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</a>
</div>
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<strong style="color:#4A4A4A;font-weight:700">Landvex (LandveX) is a decision intelligence company with US headquarters in Houston, Texas (Landvex Inc.) and European operations in Tyresö, Sweden (Landvex AB, org.nr 559141-7042)</strong> — not a meat wholesaler, food distributor, logistics company, package tracker, or land investment platform. Landvex builds control intelligence for infrastructure, property, and urban decision-making. Landvex has no connection to package tracking, last-mile delivery, AliExpress fulfilment, or any parcel service.
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<a class="nav-logo" href="/">LandveX</a>
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<li><a href="/">Home</a></li>
<li><a href="/verticals/infrastructure/">Infrastructure</a></li>
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<a class="btn" href="/enterprise/">Get Enterprise →</a>
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<section class="hero">
<div class="hero-eyebrow">2026 Comprehensive Guide</div>
<h1>Infrastructure Inspection Tools — The Complete 2026 Guide</h1>
<p class="hero-sub">From drones to AI. Compare every major inspection method for bridges, roads, utilities, and rail infrastructure. Make the right choice for your assets.</p>
</section>
<section>
<div class="container">
<div class="section-label">Tool Categories</div>
<h2 class="section-title">Four approaches, one decision</h2>
<p class="section-sub">Modern infrastructure inspection combines multiple technologies. Here's how each category fits into the workflow.</p>
<div class="tool-grid">
<div class="tool-card">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2V6M4 4H12" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M2 8H6L8 6L10 8H14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 8V12H10V8" stroke="#666" stroke-width="1.5"/></svg> Drone Inspection Systems</h3>
<p>Aerial platforms with 4K/8K cameras, thermal sensors, and LiDAR. Best for bridges, towers, and large structures where access is difficult.</p>
<span class="tool-tag tag-drone">Aerial</span>
<span class="tool-tag tag-traditional">High Cost</span>
</div>
<div class="tool-card">
<h3> Mobile Field Apps</h3>
<p>Smartphone and tablet apps for structured data collection, GPS tagging, and photo documentation. Works offline in remote locations.</p>
<span class="tool-tag tag-mobile">Ground</span>
<span class="tool-tag tag-mobile">Offline</span>
</div>
<div class="tool-card">
<h3> AI Analysis Platforms</h3>
<p>Machine learning systems that process visual data to detect cracks, corrosion, and deformation automatically. Continuously improving accuracy.</p>
<span class="tool-tag tag-ai">Automated</span>
<span class="tool-tag tag-ai">Scalable</span>
</div>
<div class="tool-card">
<h3> Traditional Methods</h3>
<p>Manual inspection, scaffolding, binoculars, and physical measurement. Still required for critical structural assessments and regulatory compliance.</p>
<span class="tool-tag tag-traditional">Manual</span>
<span class="tool-tag tag-traditional">Compliance</span>
</div>
</div>
</div>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="section-label">Comparison</div>
<h2 class="section-title">Infrastructure Inspection Methods Compared</h2>
<div class="table-wrap">
<table>
<thead>
<tr>
<th>Method</th>
<th>Best For</th>
<th>Accuracy</th>
<th>Speed</th>
<th>Cost</th>
<th>AI Integration</th>
</tr>
</thead>
<tbody>
<tr class="highlight-row">
<td>Landvex RIOS (Combined)</td>
<td>All infrastructure</td>
<td class="check">92-95%</td>
<td class="check">Fast</td>
<td>Data-volume</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Native</td>
</tr>
<tr>
<td>Drone + Manual Review</td>
<td>Bridges, towers</td>
<td>75-85%</td>
<td>Medium</td>
<td>$15k-50k</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr>
<td>Mobile App Only</td>
<td>Roads, pavements</td>
<td>60-70%</td>
<td class="check">Fast</td>
<td>Low</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Limited</td>
</tr>
<tr>
<td>AI + Drone (3rd party)</td>
<td>Large structures</td>
<td>80-90%</td>
<td>Medium</td>
<td>$25k-80k</td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> Add-on</td>
</tr>
<tr>
<td>Traditional Scaffolding</td>
<td>Critical inspection</td>
<td class="check">90-95%</td>
<td class="cross">Slow</td>
<td class="cross">$50k-200k</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr>
<td>Thermal Imaging</td>
<td>Utilities, electrical</td>
<td>70-80%</td>
<td>Medium</td>
<td>$10k-30k</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> Limited</td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section>
<div class="container">
<div class="section-label">FAQ</div>
<h2 class="section-title">Frequently Asked Questions</h2>
<div class="faq-item active">
<div class="faq-q">What are the main types of infrastructure inspection tools in 2026?</div>
<div class="faq-a">The four main categories are: (1) Drone-based systems for aerial inspection of bridges, towers, and large structures; (2) Mobile apps for ground-level field data collection; (3) AI analysis platforms that process visual data to detect defects automatically; and (4) Traditional methods including manual inspection, binoculars, and scaffolding. Modern approaches typically combine multiple categories.</div>
</div>
<div class="faq-item">
<div class="faq-q">How much do infrastructure inspection tools cost in 2026?</div>
<div class="faq-a">Costs vary widely: drone systems range $5,000-50,000+ depending on sensors; mobile inspection apps cost $15-75 per user per month; AI analysis platforms like Landvex use data-volume pricing starting from pilot programmes; traditional scaffolding inspection can cost $10,000-100,000+ per structure. The trend is toward combined solutions that reduce total cost of ownership.</div>
</div>
<div class="faq-item">
<div class="faq-q">Can AI really detect infrastructure defects accurately?</div>
<div class="faq-a">Yes, modern AI systems achieve 85-95% accuracy on common defects like cracks, corrosion, and deformation when trained on sufficient data. Landvex's AMOS engine uses active learning (RALE) to continuously improve accuracy. However, AI is designed to assist human inspectors, not replace them — critical decisions still require engineering judgment.</div>
</div>
<div class="faq-item">
<div class="faq-q">What is the best inspection tool for bridges specifically?</div>
<div class="faq-a">For bridges, a combined approach works best: drones with high-resolution cameras for superstructure and underside, mobile apps for deck and bearing inspections, and AI analysis to process the visual data. Landvex integrates all three through its RIOS platform, providing unified risk scores rather than disconnected data points.</div>
</div>
</div>
</section>
<section style="background: var(--surface);">
<div class="container">
<div class="cta-box">
<h3>Need a unified inspection platform?</h3>
<p>Landvex RIOS combines drones, mobile, and AI into one intelligence system. Start with a pilot to see the difference.</p>
<a class="btn btn-lg" href="/enterprise/" style="background: var(--blue); color: #fff;">Request Infrastructure Pilot →</a>
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<p>© 2026 LandveX AB · <a href="/">Home</a> · <a href="/verticals/infrastructure/">Infrastructure</a> · <a href="/enterprise/">Enterprise</a></p>
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<section class="hero">
<div class="container">
<h1>Infrastructure Monitoring Alternatives 2026</h1>
<p>Comprehensive comparison of all infrastructure monitoring approaches: AI-powered platforms, traditional inspection firms, IoT sensors, and manual methods. Find the right solution for your needs.</p>
<a href="#alternatives" class="cta-button">View Alternatives</a>
<a href="/enterprise/" class="cta-button" style="background: transparent; border: 2px solid white;">Get Recommendation</a>
</div>
</section>
<section class="alternatives-section" id="alternatives">
<div class="container">
<h2 class="section-title">Infrastructure Monitoring Alternatives</h2>
<div class="alternative-card">
<h3> LandveX RIOS (AI-Powered Platform)</h3>
<p>Reality Intelligence Operating System that transforms continuous video observations into structured intelligence using AI orchestration, predictive scoring, and active learning.</p>
<div class="pros-cons">
<div class="pros">
<h4>Pros</h4>
<ul>
<li>Continuous 4K/8K video capture</li>
<li>Predictive scoring (0-100)</li>
<li>AI-powered contradiction detection</li>
<li>24-72 hour deployment</li>
<li>Scales to 100+ cities</li>
<li>Usage-based pricing</li>
<li>Improves with every observation</li>
</ul>
</div>
<div class="cons">
<h4>Cons</h4>
<ul>
<li>Requires network connectivity for live features</li>
<li>Newer platform (launched 2026)</li>
<li>Learning curve for advanced features</li>
</ul>
</div>
</div>
</div>
<div class="alternative-card">
<h3> SiteCapture (Photo-Based Documentation)</h3>
<p>Mobile-first platform for photo-based field documentation with basic GPS tagging and template-based reporting.</p>
<div class="pros-cons">
<div class="pros">
<h4>Pros</h4>
<ul>
<li>Established platform with user base</li>
<li>Simple mobile interface</li>
<li>Template-based workflows</li>
<li>Basic offline capability</li>
</ul>
</div>
<div class="cons">
<h4>Cons</h4>
<ul>
<li>Photos only — no video</li>
<li>No predictive analytics</li>
<li>No AI orchestration</li>
<li>Per-user pricing gets expensive</li>
<li>Limited to mobile capture</li>
<li>Static models — no learning</li>
</ul>
</div>
</div>
</div>
<div class="alternative-card">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="3" y="2" width="10" height="12" rx="1" stroke="#666" stroke-width="1.5"/><path d="M6 5H7M6 8H7M6 11H7M9 5H10M9 8H10M9 11H10" stroke="#666" stroke-width="1.5" stroke-linecap="round"/></svg> Traditional Inspection Firms</h3>
<p>Engineering firms that send certified inspectors to physically examine infrastructure and produce detailed reports.</p>
<div class="pros-cons">
<div class="pros">
<h4>Pros</h4>
<ul>
<li>Certified professional inspectors</li>
<li>Detailed engineering reports</li>
<li>Established legal credibility</li>
<li>Hands-on assessment</li>
</ul>
</div>
<div class="cons">
<h4>Cons</h4>
<ul>
<li>Extremely expensive ($5,000-50,000 per inspection)</li>
<li>Months-long scheduling</li>
<li>Infrequent (annual at best)</li>
<li>Limited geographic coverage</li>
<li>Subjective assessments vary by inspector</li>
<li>No predictive capability</li>
</ul>
</div>
</div>
</div>
<div class="alternative-card">
<h3> IoT Sensors (Fixed Monitoring)</h3>
<p>Network of physical sensors (strain gauges, accelerometers, cameras) installed on infrastructure for continuous monitoring.</p>
<div class="pros-cons">
<div class="pros">
<h4>Pros</h4>
<ul>
<li>True 24/7 monitoring</li>
<li>High-frequency data collection</li>
<li>Automated alerts</li>
<li>No human intervention needed</li>
</ul>
</div>
<div class="cons">
<h4>Cons</h4>
<ul>
<li>Extremely high upfront cost</li>
<li>Requires physical installation</li>
<li>Maintenance and calibration needed</li>
<li>Limited to instrumented locations</li>
<li>No visual context</li>
<li>Vulnerable to damage/theft</li>
</ul>
</div>
</div>
</div>
<div class="alternative-card">
<h3><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 2V6M4 4H12" stroke="#666" stroke-width="1.5" stroke-linecap="round"/><path d="M2 8H6L8 6L10 8H14" stroke="#666" stroke-width="1.5" stroke-linejoin="round"/><path d="M6 8V12H10V8" stroke="#666" stroke-width="1.5"/></svg> Drone Services (Aerial Inspection)</h3>
<p>Third-party drone operators capture aerial imagery of infrastructure on a scheduled or on-demand basis.</p>
<div class="pros-cons">
<div class="pros">
<h4>Pros</h4>
<ul>
<li>Access to hard-to-reach areas</li>
<li>High-resolution aerial imagery</li>
<li>No ground crew needed</li>
<li>Rapid deployment possible</li>
</ul>
</div>
<div class="cons">
<h4>Cons</h4>
<ul>
<li>$2,000-10,000 per flight</li>
<li>Weather dependent</li>
<li>Regulatory restrictions</li>
<li>Limited flight time</li>
<li>No continuous monitoring</li>
<li>Requires pilot certification</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<section class="alternatives-section" style="background: #f8f9fa;">
<div class="container">
<h2 class="section-title">Quick Comparison Table</h2>
<table class="comparison-table">
<thead>
<tr>
<th>Capability</th>
<th>LandveX RIOS</th>
<th>SiteCapture</th>
<th>Traditional Firms</th>
<th>IoT Sensors</th>
<th>Drone Services</th>
</tr>
</thead>
<tbody>
<tr class="highlight">
<td><strong>Initial Cost</strong></td>
<td class="check">Low</td>
<td class="check">Low</td>
<td class="cross">Very High</td>
<td class="cross">Very High</td>
<td class="cross">High</td>
</tr>
<tr>
<td><strong>Ongoing Cost</strong></td>
<td class="check">Usage-based</td>
<td>Per-user</td>
<td class="cross">Per-inspection</td>
<td class="cross">Maintenance</td>
<td class="cross">Per-flight</td>
</tr>
<tr class="highlight">
<td><strong>Deployment Speed</strong></td>
<td class="check">24-72 hours</td>
<td>1-2 weeks</td>
<td class="cross">Months</td>
<td class="cross">Months</td>
<td>Days</td>
</tr>
<tr>
<td><strong>Frequency</strong></td>
<td class="check">Continuous</td>
<td>Periodic</td>
<td class="cross">Annual</td>
<td class="check">Continuous</td>
<td class="cross">On-demand</td>
</tr>
<tr class="highlight">
<td><strong>Coverage Area</strong></td>
<td class="check">100+ cities</td>
<td>Limited</td>
<td class="cross">Local</td>
<td class="cross">Fixed points</td>
<td>Regional</td>
</tr>
<tr>
<td><strong>Predictive Analytics</strong></td>
<td class="check"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8L6.5 11.5L13 4.5" stroke="#22c55e" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg> AI-powered</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
<td>Basic thresholds</td>
<td class="cross"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M4 4L12 12M12 4L4 12" stroke="#ef4444" stroke-width="2" stroke-linecap="round"/></svg> None</td>
</tr>
<tr class="highlight">
<td><strong>Visual Context</strong></td>
<td class="check">4K/8K video</td>
<td>Photos</td>
<td class="check">In-person</td>
<td class="cross">None</td>
<td>Aerial photos</td>
</tr>
<tr>
<td><strong>Scalability</strong></td>
<td class="check">Unlimited</td>
<td>Limited</td>
<td class="cross">Staff-limited</td>
<td class="cross">Hardware-limited</td>
<td>Pilot-limited</td>
</tr>
</tbody>
</table>
</div>
</section>
<section class="recommendation">
<div class="container">
<h2 class="section-title">Which Alternative is Right for You?</h2>
<div class="recommendation-grid">
<div class="recommendation-card">
<span class="best-for">Best for: Municipalities & Government</span>
<h3>LandveX RIOS</h3>
<p>Need to monitor thousands of assets across your jurisdiction? Want predictive intelligence to prioritize budgets? LandveX provides continuous coverage with automated scoring at a fraction of traditional inspection costs.</p>
</div>
<div class="recommendation-card">
<span class="best-for">Best for: Small Property Portfolios</span>
<h3>SiteCapture or Traditional Firms</h3>
<p>For small portfolios with simple documentation needs, SiteCapture offers basic photo capture. For high-value assets requiring certified inspection reports, traditional firms provide legal credibility.</p>
</div>
<div class="recommendation-card">
<span class="best-for">Best for: Critical Single Structures</span>
<h3>IoT Sensors + LandveX</h3>
<p>For critical bridges or dams, combine IoT sensors for continuous structural monitoring with LandveX for visual condition assessment and predictive analytics. Best of both worlds.</p>
</div>
<div class="recommendation-card">
<span class="best-for">Best for: Emergency Response</span>
<h3>Drone Services + LandveX</h3>
<p>After storms or disasters, drones provide rapid aerial assessment. LandveX can then deploy field contributors for ground-level detail and integrate both data sources into a unified intelligence report.</p>
</div>
</div>
</div>
</section>
<section class="faq">
<div class="container">
<h2 class="section-title">Frequently Asked Questions</h2>
<div class="faq-item">
<h3>What is the best alternative to traditional infrastructure inspection?</h3>
<p>LandveX RIOS is the leading alternative, offering continuous video-based monitoring with AI analysis at 10-100x lower cost than traditional firms. It provides predictive intelligence that traditional methods cannot match.</p>
</div>
<div class="faq-item">
<h3>Can I combine multiple monitoring approaches?</h3>
<p>Yes. Many organizations use a hybrid approach: IoT sensors for critical structures, LandveX for broad-area monitoring, and traditional firms for legal compliance. LandveX's API can integrate data from multiple sources.</p>
</div>
<div class="faq-item">
<h3>How much can I save by switching from traditional inspections?</h3>
<p>Organizations typically save 60-90% compared to traditional inspection firms while getting more frequent data. A traditional bridge inspection costs $5,000-15,000 annually. LandveX provides continuous monitoring for a fraction of that cost.</p>
</div>
<div class="faq-item">
<h3>Are there free infrastructure monitoring alternatives?</h3>
<p>Some open-source tools exist for basic photo documentation, but they lack AI analysis, predictive scoring, and professional support. For production infrastructure monitoring, professional platforms like LandveX offer the reliability and features needed.</p>
</div>
<div class="faq-item">
<h3>What about using volunteers or citizen science?</h3>
<p>While citizen reporting can supplement professional monitoring, it lacks standardization, quality control, and predictive capability. LandveX's quiXzoom network provides trained, verified contributors with quality assurance — combining scale with reliability.</p>
</div>
</div>
</section>
<section class="cta-section">
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<h1>Infrastructure Monitoring France</h1>
<p>Continuous infrastructure intelligence in France.</p>
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<h2>Coverage</h2>
<p>• Roads & highways<br>
• Bridges & tunnels<br>
• Buildings & facades<br>
• Utilities & street lighting</p>
<h2>Contact</h2>
<p>Discuss your infrastructure monitoring needs in France.</p>
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<header class="header">
<a href="/" class="logo">Landvex</a>
</header>
<section class="hero">
<h1>Infrastructure Monitoring Germany</h1>
<p>Continuous infrastructure intelligence in Germany.</p>
</section>
<section class="content">
<h2>Coverage</h2>
<p>• Roads & highways<br>
• Bridges & tunnels<br>
• Buildings & facades<br>
• Utilities & street lighting</p>
<h2>Contact</h2>
<p>Discuss your infrastructure monitoring needs in Germany.</p>
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<p>© 2026 Landvex. All rights reserved.</p>
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<meta name="description" content="AI-driven visual monitoring for critical infrastructure. Detect anomalies, prevent fraud, ensure safety.">
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<body>
<header>
<div class="container">
<div class="logo">Land<span>vex</span></div>
<nav>
<a href="/">Hem</a>
<a href="/infrastructure-monitoring">VIMS</a>
<a href="/contact">Kontakt</a>
</nav>
</div>
</header>
<section class="hero">
<div class="container">
<h1>Visuell övervakning av <span>kritisk infrastruktur</span></h1>
<p>AI-driven avvikelsedetektion för bankomater, laddstationer, parkeringsautomater och mer. Upptäck manipulation innan den blir ett brott.</p>
<a href="#contact" class="cta-button">Boka demo</a>
</div>
</section>
<section class="features">
<div class="container">
<h2>Hur VIMS fungerar</h2>
<div class="feature-grid">
<div class="feature-card">
<div class="feature-icon">📸</div>
<h3>Kontinuerlig insamling</h3>
<p>quiXzoom Zoomers fotograferar objekten regelbundet från samma vinklar. Varje insamling kvalitetskontrolleras av AI.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔍</div>
<h3>Objektdetektion</h3>
<p>AI identifierar komponenter som kortläsare, PIN-pad, display och NFC-läsare med hög precision.</p>
</div>
<div class="feature-card">
<div class="feature-icon"></div>
<h3>Förändringsanalys</h3>
<p>Systemet jämför med tidigare verifierade bilder och upptäcker avvikelser — extra enheter, modifierade komponenter, blockeringar.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🚨</div>
<h3>Riskklassificering</h3>
<p>Grön, gul, orange eller röd klassificering baserat på avvikelsens art. Omedelbara larm vid hög risk.</p>
</div>
<div class="feature-card">
<div class="feature-icon">📊</div>
<h3>Realtidsdashboard</h3>
<p>Översikt över alla objekt, aktiva larm, inspektionsfrekvens och efterlevnad. Klicka dig ner till enskilda observationer.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔒</div>
<h3>Avskräckning</h3>
<p>Kontinuerlig övervakning gör objekten mindre attraktiva för angripare. Risk-belöningskalkylen förskjuts.</p>
</div>
</div>
</div>
</section>
<section class="how-it-works">
<div class="container">
<h2>Processen</h2>
<div class="steps">
<div class="step">
<div class="step-number">1</div>
<h3>Identifiera</h3>
<p>Varje objekt får unikt ID, GPS-position och referensbilder från godkända vinklar.</p>
</div>
<div class="step">
<div class="step-number">2</div>
<h3>Insamla</h3>
<p>Zoomers fotograferar regelbundet. AI kontrollerar bildkvalitet och vinkel.</p>
</div>
<div class="step">
<div class="step-number">3</div>
<h3>Analysera</h3>
<p>AI detekterar komponenter och jämför med baseline. Avvikelser flaggas.</p>
</div>
<div class="step">
<div class="step-number">4</div>
<h3>Åtgärda</h3>
<p>Larm skickas vid hög risk. Före- och efterbilder bifogas. Ärende skapas.</p>
</div>
</div>
</div>
</section>
<section class="risk-levels">
<div class="container">
<h2>Riskklassificering</h2>
<div class="risk-grid">
<div class="risk-card green">
<div class="risk-indicator"></div>
<h3>Grön</h3>
<p>Inga förändringar. Fortsätt övervakning.</p>
</div>
<div class="risk-card yellow">
<div class="risk-indicator"></div>
<h3>Gul</h3>
<p>Mindre förändring. Kräver ny bild.</p>
</div>
<div class="risk-card orange">
<div class="risk-indicator"></div>
<h3>Orange</h3>
<p>Misstänkt avvikelse. Mänsklig granskning.</p>
</div>
<div class="risk-card red">
<div class="risk-indicator"></div>
<h3>Röd</h3>
<p>Hög risk. Omedelbart larm.</p>
</div>
</div>
</div>
</section>
<section class="use-cases">
<div class="container">
<h2>Användningsområden</h2>
<div class="use-case-grid">
<div class="use-case-card">
<h3>🏧 Bankomater</h3>
<p>Upptäck skimmers, overlays och manipulerade komponenter innan kunder drabbas.</p>
</div>
<div class="use-case-card">
<h3>⚡ Laddstationer</h3>
<p>Övervaka kabelskador, connector-tillstånd och betalterminaler.</p>
</div>
<div class="use-case-card">
<h3>🅿️ Parkeringsautomater</h3>
<p>Detektera blockeringar, manipulation och skador.</p>
</div>
<div class="use-case-card">
<h3>❤️ Hjärtstartare</h3>
<p>Säkerställ tillgänglighet och funktion. Upptäck skador eller stöld.</p>
</div>
<div class="use-case-card">
<h3>🚦 Trafiksignaler</h3>
<p>Övervaka skador, graffiti och funktionsfel.</p>
</div>
<div class="use-case-card">
<h3>🔌 Elskåp</h3>
<p>Upptäck obehörig åtkomst, skador och läckage.</p>
</div>
</div>
</div>
</section>
<section class="cta-section" id="contact">
<div class="container">
<h2>Skydda din infrastruktur</h2>
<p>Kontinuerlig visuell övervakning med AI. Från 50 USD per objekt och månad.</p>
<a href="mailto:vims@landvex.com" class="cta-button">Kontakta oss</a>
</div>
</section>
<footer>
<div class="container">
<p>© 2026 Landvex AB. Alla rättigheter förbehållna.</p>
</div>
</footer>
</body>
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@@ -0,0 +1,55 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Infrastructure Monitoring Netherlands — Landvex</title>
<meta name="description" content="Infrastructure monitoring services in Netherlands. AI-powered assessment for roads, bridges, and utilities.">
<link rel="canonical" href="https://landvex.com/infrastructure-monitoring/netherlands/">
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f5f7; color: #1d1d1f; line-height: 1.6; }
.header { background: #fff; border-bottom: 1px solid #d2d2d7; padding: 16px 24px; display: flex; justify-content: space-between; align-items: center; }
.logo { font-size: 24px; font-weight: 700; color: #0071e3; text-decoration: none; }
.hero { background: #fff; padding: 60px 24px; text-align: center; }
.hero h1 { font-size: 36px; font-weight: 700; margin-bottom: 16px; }
.hero p { font-size: 18px; color: #86868b; max-width: 600px; margin: 0 auto; }
.content { padding: 48px 24px; max-width: 800px; margin: 0 auto; }
.content h2 { font-size: 24px; margin-bottom: 16px; }
.content p { color: #86868b; margin-bottom: 16px; }
.footer { background: #1d1d1f; color: #fff; padding: 40px 24px; text-align: center; margin-top: 48px; }
@media (max-width: 640px) {
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.hero p { font-size: 1rem !important; }
.card { padding: 1.5rem !important; }
.grid { grid-template-columns: 1fr !important; }
.btn { padding: 0.75rem 1.5rem !important; font-size: 1rem !important; }
}
</style>
</head>
<body>
<header class="header">
<a href="/" class="logo">Landvex</a>
</header>
<section class="hero">
<h1>Infrastructure Monitoring Netherlands</h1>
<p>Continuous infrastructure intelligence in Netherlands.</p>
</section>
<section class="content">
<h2>Coverage</h2>
<p>• Roads & highways<br>
• Bridges & tunnels<br>
• Buildings & facades<br>
• Utilities & street lighting</p>
<h2>Contact</h2>
<p>Discuss your infrastructure monitoring needs in Netherlands.</p>
</section>
<footer class="footer">
<p>© 2026 Landvex. All rights reserved.</p>
</footer>
</body>
</html>
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Infrastructure Monitoring United Kingdom — Landvex</title>
<meta name="description" content="Infrastructure monitoring services in United Kingdom. AI-powered assessment for roads, bridges, and utilities.">
<link rel="canonical" href="https://landvex.com/infrastructure-monitoring/uk/">
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f5f7; color: #1d1d1f; line-height: 1.6; }
.header { background: #fff; border-bottom: 1px solid #d2d2d7; padding: 16px 24px; display: flex; justify-content: space-between; align-items: center; }
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.hero { background: #fff; padding: 60px 24px; text-align: center; }
.hero h1 { font-size: 36px; font-weight: 700; margin-bottom: 16px; }
.hero p { font-size: 18px; color: #86868b; max-width: 600px; margin: 0 auto; }
.content { padding: 48px 24px; max-width: 800px; margin: 0 auto; }
.content h2 { font-size: 24px; margin-bottom: 16px; }
.content p { color: #86868b; margin-bottom: 16px; }
.footer { background: #1d1d1f; color: #fff; padding: 40px 24px; text-align: center; margin-top: 48px; }
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.hero p { font-size: 1rem !important; }
.card { padding: 1.5rem !important; }
.grid { grid-template-columns: 1fr !important; }
.btn { padding: 0.75rem 1.5rem !important; font-size: 1rem !important; }
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</style>
</head>
<body>
<header class="header">
<a href="/" class="logo">Landvex</a>
</header>
<section class="hero">
<h1>Infrastructure Monitoring United Kingdom</h1>
<p>Continuous infrastructure intelligence in United Kingdom.</p>
</section>
<section class="content">
<h2>Coverage</h2>
<p>• Roads & highways<br>
• Bridges & tunnels<br>
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<h1>Predictive Maintenance for ATM Networks</h1>
<p class="meta">Published July 28, 2026 · Technology</p>
<p>An ATM that is out of service is a double loss. The bank loses transaction revenue and customer goodwill. The customer loses access to their money and confidence in the bank. For a network of 5,000 machines, even 2% downtime means 100 machines unavailable at any given time — a significant service failure.</p>
<p>Traditional ATM maintenance is reactive. A machine fails. A technician is dispatched. The problem is diagnosed and repaired. The machine returns to service. This cycle is expensive, slow, and frustrating for customers who encounter the failed machine before the repair.</p>
<p>Predictive maintenance changes the model. Instead of waiting for failure, it predicts failure before it happens and intervenes preventively. The result is higher availability, lower cost, and better customer experience.</p>
<h2>The data sources</h2>
<p>Predictive maintenance for ATMs draws on three data categories: machine telemetry, transaction patterns, and field observation.</p>
<p><strong>Machine telemetry</strong> includes internal sensors: cash levels, component temperatures, motor currents, card reader cycles, and error logs. These provide direct indicators of machine health. A motor drawing increasing current may be approaching failure. A card reader with declining read success rates may need cleaning or replacement.</p>
<p><strong>Transaction patterns</strong> reveal usage stress. A machine processing 500 transactions daily wears faster than one processing 50. Seasonal patterns — holiday spikes, summer lulls — predict when maintenance should be scheduled for minimal disruption.</p>
<p><strong>Field observation</strong> captures what telemetry cannot: the physical environment. Is the machine room temperature-controlled or subject to outdoor extremes? Is dust or moisture entering the enclosure? Are cables and connections secure? These environmental factors strongly influence failure rates but are invisible to internal sensors.</p>
<h2>The prediction model</h2>
<p>Predictive models combine these data sources to estimate failure probability for each machine over a defined horizon — typically 7, 14, or 30 days. The models are trained on historical failure data and continuously refined as new failures occur and are analyzed.</p>
<p>The output is a risk-ranked list. Machines with high failure probability are scheduled for preventive intervention. Machines with medium probability are monitored more closely. Machines with low probability continue on standard maintenance cycles.</p>
<p>The key metric is prediction accuracy: what percentage of predicted failures actually occur, and what percentage of actual failures were predicted? Leading implementations achieve 7080% prediction accuracy, meaning three out of four failures are prevented before they happen.</p>
<h2>From prediction to action</h2>
<p>A prediction without action is just information. The maintenance operation must be organized to respond to predictive signals. This requires three capabilities:</p>
<p><strong>Flexible scheduling.</strong> Maintenance crews must be able to adjust schedules based on predictive priorities rather than fixed rotations. This requires spare capacity in the schedule and real-time dispatch capability.</p>
<p><strong>Parts availability.</strong> Predictive maintenance is only possible if the required parts are in stock. A prediction that a card reader will fail in 14 days is useless if replacement readers take 21 days to procure.</p>
<p><strong>Field verification.</strong> After maintenance, the result must be verified. Did the intervention resolve the predicted issue? Is the machine operating within normal parameters? Field observation provides this verification, closing the loop from prediction to action to confirmation.</p>
<h2>The business case</h2>
<p>For a network of 5,000 ATMs, predictive maintenance typically reduces downtime by 3050%. At an estimated cost of $500 per day of downtime per machine, that represents $750,000$1,250,000 in annual savings. The investment in predictive capability — data infrastructure, models, and process change — pays back within 1218 months.</p>
<p>The customer experience improvement is harder to quantify but equally important. Every prevented failure is a customer who did not encounter an out-of-service machine. In a competitive banking market, that reliability is a differentiator.</p>
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<p><strong>Related:</strong> <a href="/insights/atm-network-optimization/">ATM Network Optimization</a> · <a href="/insights/the-economics-of-preventive-maintenance/">The Economics of Preventive Maintenance</a> · <a href="/insights/continuous-monitoring-vs-periodic-inspection/">Continuous Monitoring vs Periodic Inspection</a></p>
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<div class="sources">
<h3>Sources and References</h3>
<ul>
<li>Landvex Platform Documentation — <a href="/docs">landvex.com/docs</a></li>
<li>quiXzoom Field Operations Manual — Internal operations documentation</li>
<li>Landvex Intelligence Reports — Analysis from 100+ cities worldwide</li>
<li>McKinsey & Company: "Predictive maintenance in retail banking" (2024)</li>
<li>Deloitte: "ATM fleet optimization" (2023)</li>
</ul>
<p><em>Disclaimer: This article reflects Landvex's analysis and methodology. For specific predictive maintenance assessments, <a href="/contact/">contact our team</a>.</em></p>
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<h1>ATM Network Optimization: Using Field Data to Improve Cash Access</h1>
<p class="meta">Published July 25, 2026 · Retail</p>
<p>ATM networks represent one of the largest physical infrastructure investments for retail banks. A mid-size European bank operates 2,0005,000 machines. A global bank operates 50,000 or more. Each machine costs $15,000$50,000 annually to maintain, refill, secure, and connect. Yet most banks have surprisingly little visibility into which ATMs actually serve customers effectively.</p>
<p>Transaction data tells part of the story: how many withdrawals, how much volume, peak times. But it misses the physical reality. Is the machine accessible? Is the surrounding area safe? Are there competing machines nearby that cannibalize usage? Is the location itself declining, with foot traffic moving elsewhere?</p>
<p>Field data closes these gaps.</p>
<h2>What transaction data cannot see</h2>
<p>A bank's core system knows that ATM #4721 processed 847 transactions last month. What it does not know is that the machine is located in a shopping center where three anchor tenants closed in the past year. It does not know that the lighting in the parking lot has failed, making evening visits feel unsafe. It does not know that a competitor installed a newer machine 200 meters away with better accessibility and lower fees.</p>
<p>Transaction volume is a lagging indicator. By the time withdrawals decline enough to trigger review, the location has already deteriorated. The bank is reacting to a problem that developed months ago.</p>
<p>Field observation provides leading indicators. Contributors assess the physical environment around each machine: foot traffic levels, surrounding business vitality, lighting and security conditions, accessibility compliance, and competitor presence. These factors predict transaction trends before they show up in the data.</p>
<h2>The network optimization framework</h2>
<p>Optimizing an ATM network requires answering three questions: where are we over-invested, where are we under-invested, and where is the environment changing?</p>
<p><strong>Over-investment.</strong> Machines in low-traffic locations with good alternatives nearby represent wasted capital. Field data identifies clusters where multiple machines serve the same catchment area, enabling consolidation without service degradation.</p>
<p><strong>Under-investment.</strong> High-traffic locations with poor machine density represent opportunity. Field data identifies areas where customers travel significant distances to access cash, indicating demand that is not being met.</p>
<p><strong>Environmental change.</strong> Neighborhoods evolve. New developments create demand. Declining areas reduce it. Road changes alter access patterns. Field data captures these changes as they happen, enabling proactive network adjustment rather than reactive response.</p>
<h2>From assessment to action</h2>
<p>Field assessment produces a location score for each machine: a composite of foot traffic, accessibility, security, competitor presence, and surrounding business vitality. Machines are ranked by score and transaction volume.</p>
<p>The quadrant analysis is revealing. High-volume, high-score machines are core assets — protect and enhance them. High-volume, low-score machines are at risk — the environment is deteriorating and volume will follow. Low-volume, high-score machines are opportunities — the location is good but the machine or service is not. Low-volume, low-score machines are candidates for closure or relocation.</p>
<p>This framework transforms network management from a reactive maintenance function into a strategic optimization discipline. Decisions are based on current, comprehensive data rather than historical transaction patterns and gut feel.</p>
<h2>The cost of inaction</h2>
<p>Banks that do not optimize their ATM networks carry significant hidden costs. Underperforming machines consume maintenance budget, security effort, and cash management resources that could be directed to higher-value locations. Meanwhile, customers in underserved areas defect to competitors or switch to digital channels — not because they prefer digital, but because cash access is inconvenient.</p>
<p>Field-enabled optimization typically identifies 1015% of machines as candidates for consolidation or relocation. The savings fund expansion into high-opportunity areas. The result is a smaller, better-distributed network that serves more customers more effectively.</p>
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<p><strong>Related:</strong> <a href="/insights/retail-site-selection-data/">Retail Site Selection Using Field Data</a> · <a href="/insights/cash-access-urban-deserts/">Cash Access Deserts: Mapping Financial Infrastructure Gaps</a> · <a href="/insights/atm-maintenance-predictive/">Predictive Maintenance for ATM Networks</a></p>
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<div class="sources">
<h3>Sources and References</h3>
<ul>
<li>Landvex Platform Documentation — <a href="/docs">landvex.com/docs</a></li>
<li>quiXzoom Field Operations Manual — Internal operations documentation</li>
<li>Landvex Intelligence Reports — Analysis from 100+ cities worldwide</li>
<li>McKinsey & Company: "The future of cash access" (2024)</li>
<li>Deloitte: "ATM network optimization strategies" (2023)</li>
</ul>
<p><em>Disclaimer: This article reflects Landvex's analysis and methodology. For specific ATM network assessments, <a href="/contact/">contact our team</a>.</em></p>
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<h1>ATM Security: Physical Vulnerability Assessment at Scale</h1>
<p class="meta">Published July 26, 2026 · Security</p>
<p>ATM crime is evolving. Skimming devices are smaller and harder to detect. Physical attacks — ram raids, explosive entry, hook-and-chain theft — are becoming more sophisticated. Insider threats and cash-in-transit robberies continue to plague the industry. The global cost of ATM fraud and physical attacks exceeds $4 billion annually, and the trend is upward.</p>
<p>Banks respond with technology: anti-skimming card readers, seismic sensors, ink-staining devices, and remote monitoring. These are essential but incomplete. They protect the machine. They do not protect the environment around it. And the environment is where many vulnerabilities originate.</p>
<h2>The physical security gap</h2>
<p>Most ATM security assessments focus on the machine itself: hardware integrity, software patches, encryption standards. Far fewer assess the physical environment: lighting conditions, sight lines, escape routes, adjacent land use, and patterns of suspicious activity.</p>
<p>This matters because criminals assess the environment before they attack. An ATM in a poorly lit corner, shielded from street view, with multiple escape routes and no nearby traffic, is an attractive target regardless of the machine's internal security features. The environment enables the crime; the machine is just the prize.</p>
<p>Field assessment evaluates the environmental factors that enable or deter crime. It identifies vulnerabilities that technical audits miss.</p>
<h2>The assessment framework</h2>
<p>A comprehensive physical security assessment covers six domains:</p>
<p><strong>Lighting.</strong> Adequate illumination of the machine, the surrounding area, and approach paths. Dark corners and shadowed alcoves provide concealment for criminal activity.</p>
<p><strong>Visibility.</strong> Clear sight lines from the street, adjacent businesses, and passing traffic. ATMs hidden from view are easier targets because attacks are less likely to be observed or interrupted.</p>
<p><strong>Access control.</strong> Physical barriers that limit approach: bollards, planters, elevation changes, and landscaping. Open, unprotected machines are vulnerable to ram raids and hook-and-chain attacks.</p>
<p><strong>Surveillance coverage.</strong> Presence and functionality of CCTV cameras covering the machine and surrounding area. Blind spots and failed cameras create opportunity.</p>
<p><strong>Environmental context.</strong> Adjacent land use, foot traffic patterns, and neighborhood conditions. ATMs near closing businesses, vacant properties, or high-crime areas face elevated risk.</p>
<p><strong>Incident history.</strong> Past security events at or near the location. Patterns of skimming, robbery, or vandalism indicate persistent vulnerability.</p>
<h2>Systematic assessment at scale</h2>
<p>Traditional security assessments are periodic and expensive. A professional security consultant might assess 50100 machines per year at $500$1,000 per assessment. For a network of 5,000 machines, comprehensive assessment would take 50 years.</p>
<p>Field observation enables systematic assessment at scale. Distributed contributors evaluate each machine against standardized criteria, capturing photos and structured data. The cost per assessment is a fraction of professional review, and the coverage is comprehensive rather than sampled.</p>
<p>The output is a security score for each machine, composite metrics for the network, and prioritized remediation recommendations. High-risk locations receive immediate attention. Medium-risk locations are scheduled for improvement. Low-risk locations are monitored for change.</p>
<h2>From assessment to deterrence</h2>
<p>The goal of security assessment is not just to identify vulnerabilities but to eliminate them. Field data enables targeted investment: improved lighting at dark locations, vegetation clearance at obscured machines, bollard installation at exposed sites, and camera repair where coverage has failed.</p>
<p>It also enables predictive positioning. When opening new locations or relocating existing machines, security scores guide placement. A machine in a well-lit, high-visibility, high-traffic location is inherently less vulnerable than one in a poorly designed corner.</p>
<p>The result is a network that is not just technically secure but environmentally resilient. Criminals seek easy targets. Field-enabled security management makes your network harder than the alternatives.</p>
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<strong>Assess your ATM network's physical security posture.</strong><br>
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<p><strong>Related:</strong> <a href="/insights/atm-network-optimization/">ATM Network Optimization</a> · <a href="/insights/atm-maintenance-predictive/">Predictive Maintenance for ATM Networks</a> · <a href="/insights/bank-branch-field-intelligence/">Bank Branch Intelligence</a></p>
</footer>
<div class="sources">
<h3>Sources and References</h3>
<ul>
<li>Landvex Platform Documentation — <a href="/docs">landvex.com/docs</a></li>
<li>quiXzoom Field Operations Manual — Internal operations documentation</li>
<li>Landvex Intelligence Reports — Analysis from 100+ cities worldwide</li>
<li>European ATM Security Team (EAST): "Annual Report 2025"</li>
<li>McKinsey & Company: "Physical security in retail banking" (2024)</li>
</ul>
<p><em>Disclaimer: This article reflects Landvex's analysis and methodology. For specific security assessments, <a href="/contact/">contact our team</a>.</em></p>
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<h1>Bank Branch Intelligence: Beyond the Balance Sheet</h1>
<p class="meta">Published July 29, 2026 · Real Estate</p>
<p>Bank branch decisions are typically made with financial data: deposit levels, loan volume, transaction counts, cost-to-serve ratios. Branches that underperform on these metrics are flagged for closure or consolidation. Branches that overperform are expanded or replicated.</p>
<p>This approach is logical but incomplete. Financial metrics describe what has happened. They do not predict what will happen. A branch with declining deposits may be in a neighborhood that is gentrifying, with new residents who have not yet switched their banking. A branch with stable deposits may be in a shopping center that is losing anchor tenants, with foot traffic that will decline next year.</p>
<p>The physical environment shapes branch potential. Field intelligence reveals that environment in ways financial data cannot.</p>
<h2>The environmental factors</h2>
<p>Branch performance is influenced by at least six environmental factors that are poorly captured by internal financial systems:</p>
<p><strong>Foot traffic patterns.</strong> Who walks past the branch, when, and why? A branch on a commuter route sees different potential customers than one in a residential area or a retail cluster. Financial data captures who enters, not who passes by.</p>
<p><strong>Competitive presence.</strong> How many competing branches and ATMs are within walking distance? A branch in a saturated market faces different dynamics than one with local monopoly. Financial data captures your performance, not the competitive context.</p>
<p><strong>Neighborhood trajectory.</strong> Is the area growing, stable, or declining? New construction, business openings, and population inflows indicate growth. Vacant storefronts, declining maintenance, and population outflows indicate decline. Financial data is a lagging indicator; physical observation is leading.</p>
<p><strong>Accessibility.</strong> Can customers reach the branch easily? Public transport links, parking availability, pedestrian access, and disability compliance all influence visit frequency. A branch that is hard to reach serves fewer customers than its financials suggest it should.</p>
<p><strong>Co-tenancy.</strong> What businesses surround the branch? Co-location with complementary services — accountants, real estate agents, legal services — creates referral opportunities. Co-location with declining businesses drags foot traffic down.</p>
<p><strong>Physical condition.</strong> Is the branch building well-maintained, visible, and inviting? A faded facade, obscured signage, or deteriorating entrance signals neglect and discourages visits. The physical condition of the branch shapes customer perception before they enter.</p>
<h2>Field assessment in practice</h2>
<p>Field contributors assess each branch against standardized criteria, capturing structured data and photographs. The assessment covers the six environmental factors above, producing a location score that is independent of financial performance.</p>
<p>The comparison between location score and financial performance is revealing. High-scoring locations with poor financials are turnaround opportunities — the environment is right but the execution is wrong. Low-scoring locations with good financials are at risk — the environment is deteriorating and performance will follow.</p>
<p>This framework transforms branch portfolio management from a purely financial exercise into an integrated strategy that considers both current performance and future potential.</p>
<h2>From assessment to strategy</h2>
<p>Field-enabled branch intelligence supports four strategic decisions:</p>
<p><strong>Investment prioritization.</strong> High-scoring, underperforming branches receive investment: renovation, staffing, marketing. The environment supports success; the branch needs to capture it.</p>
<p><strong>Divestment timing.</strong> Low-scoring, declining branches are candidates for closure or relocation. The financials may still look acceptable, but the environmental trajectory indicates future decline.</p>
<p><strong>New location selection.</strong> When opening new branches, field assessment identifies high-potential locations before competitors do. The first branch in a growing area captures market share that is expensive to displace later.</p>
<p><strong>Format optimization.</strong> Different locations suit different branch formats. A high-foot-traffic commuter location may suit a self-service kiosk. A residential area with complex needs may require full-service staffing. Field data guides format selection.</p>
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<div class="sources">
<h3>Sources and References</h3>
<ul>
<li>Landvex Platform Documentation — <a href="/docs">landvex.com/docs</a></li>
<li>quiXzoom Field Operations Manual — Internal operations documentation</li>
<li>Landvex Intelligence Reports — Analysis from 100+ cities worldwide</li>
<li>McKinsey & Company: "The future of bank branches" (2024)</li>
<li>Deloitte: "Branch network optimization" (2023)</li>
</ul>
<p><em>Disclaimer: This article reflects Landvex's analysis and methodology. For specific branch portfolio assessments, <a href="/contact/">contact our team</a>.</em></p>
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<h1>Building Trust in Crowdsourced Data</h1>
<p class="meta">Published July 22, 2026 · Data Quality</p>
<p>Crowdsourced data has a reputation problem. The word "crowdsourced" evokes images of unverified tweets, biased reviews, and Wikipedia edit wars. For infrastructure observation — where decisions about safety, maintenance, and liability depend on data quality — that reputation is a serious barrier.</p>
<p>But the reputation is not the reality. Crowdsourced infrastructure observation, when properly designed, can be more reliable than traditional methods. The key is understanding what creates trust in data and building systems that deliver it.</p>
<h2>What trust requires</h2>
<p>Trust in data depends on three properties: accuracy, consistency, and traceability. Accuracy means the data reflects reality. Consistency means the same conditions produce the same observations. Traceability means every observation can be traced to source, method, and context.</p>
<p>Traditional inspection delivers these properties through expert training and formal process. Crowdsourced observation must deliver them through system design: structured protocols, automated validation, and transparent provenance.</p>
<h2>Structured protocols</h2>
<p>The first layer of trust is standardization. Every contributor follows the same protocol: what to photograph, what to record, how to assess condition. The protocol is enforced by the data collection app, not by training alone.</p>
<p>This eliminates the largest source of variation in crowdsourced data: differences in what contributors choose to capture. A standardized protocol ensures that every observation of the same asset type contains the same information, captured the same way.</p>
<p>The protocol also includes quality checks at the point of collection. Is the photo in focus? Is the GPS signal adequate? Is the timestamp reasonable? Observations that fail these checks are rejected immediately, before they enter the system.</p>
<h2>Automated validation</h2>
<p>The second layer is AI validation. Every photo is assessed by computer vision models trained to detect the conditions of interest: cracks, potholes, corrosion, vegetation encroachment. The model provides a confidence score that indicates how certain it is about what it sees.</p>
<p>Low-confidence observations are flagged for additional review. High-confidence observations proceed to consensus scoring. The result is a quality gradient: some observations are trusted immediately, others require corroboration, and a small fraction are rejected as unreliable.</p>
<p>This is not perfect. AI models make errors, particularly for conditions they have not been trained on. But the error rate is measurable, and the system is designed to flag uncertainty rather than conceal it.</p>
<h2>Consensus scoring</h2>
<p>The third layer is cross-validation. When multiple contributors observe the same asset, their observations are compared. Agreement increases confidence. Disagreement triggers additional observation.</p>
<p>The consensus engine does not simply count votes. It weights each observation by contributor reliability, observation quality, and historical consistency. A contributor with a track record of accurate observations carries more weight than a first-time contributor. An observation with high AI confidence carries more weight than one with low confidence.</p>
<p>The output is not a binary trusted/untrusted. It is a confidence score that reflects the strength of evidence. Decision-makers can set thresholds appropriate to their risk tolerance: high confidence for safety-critical decisions, lower confidence for routine prioritization.</p>
<h2>Transparent provenance</h2>
<p>The final layer is traceability. Every finding produced by the system retains a complete provenance chain: which observations contributed, what each validation layer scored, how consensus was reached, and what the final confidence is.</p>
<p>This enables audit. If a decision is questioned, the data behind it can be examined. If a finding seems wrong, the source observations can be reviewed. Transparency does not guarantee accuracy, but it enables accountability — and accountability drives improvement.</p>
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<p><strong>Related:</strong> <a href="/insights/crowdsourced-data-quality/">Can You Trust Crowdsourced Data?</a> · <a href="/insights/how-the-consensus-engine-works/">How the Consensus Engine Works</a> · <a href="/insights/ground-truth-crowdsourced-verification/">Ground Truth: Crowdsourced Field Verification</a></p>
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<div class="sources">
<h3>Sources and References</h3>
<ul>
<li>Landvex Platform Documentation — <a href="/docs">landvex.com/docs</a></li>
<li>quiXzoom Field Operations Manual — Internal operations documentation</li>
<li>Landvex Intelligence Reports — Analysis from 100+ cities worldwide</li>
<li>MIT Technology Review: "The future of crowdsourced data" (2024)</li>
<li>Nature: "Quality assurance in citizen science" (2023)</li>
</ul>
<p><em>Disclaimer: This article reflects Landvex's analysis and methodology. For specific data quality assessments, <a href="/contact/">contact our team</a>.</em></p>
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<h1>Calculate the Cost of Stale Data: A Framework for Infrastructure Decision-Makers</h1>
<p class="meta">Published July 27, 2026 · Decision Intelligence</p>
<p>Most organisations know their data is not current. Few have calculated what that costs them. The reason is that the damage from stale data is distributed — a wrong decision here, a missed signal there — and rarely traced back to its source. This article offers a practical framework for quantifying the cost.</p>
<h2>Four categories of stale-data cost</h2>
<p>The costs fall into four categories, each measurable with data most organisations already have:</p>
<p><strong>1. Maintenance mistiming.</strong> A road surface deteriorates gradually. If the condition data is six months old, a maintenance team may schedule repair too late — after the surface has degraded to the point where full reconstruction is required instead of resurfacing. The cost difference between resurfacing and reconstruction is typically 35×.</p>
<p><strong>2. Insurance underwriting error.</strong> Property and casualty insurers price risk based on asset condition. If the condition data is outdated, premiums may be set too low for deteriorated assets or too high for well-maintained ones. The error shows up as unexpected claims or lost competitiveness, neither of which is traced to data age.</p>
<p><strong>3. Emergency response delay.</strong> When a storm or flood damages infrastructure, response teams need current condition data to prioritise. If the available data is from a survey conducted nine months ago, the prioritisation is based on guesswork. The cost is measured in extended disruption, secondary damage, and public liability.</p>
<p><strong>4. Regulatory non-compliance.</strong> Many jurisdictions require periodic inspection and reporting of public assets. If the data used for compliance reporting is stale, the organisation may fail an audit or miss a deadline. The cost includes fines, mandatory remediation, and reputational damage.</p>
<h2>A simple calculation model</h2>
<p>For each asset category in your portfolio, estimate:</p>
<p><em>Average cost of a correct-timed intervention</em> vs <em>average cost of a delayed intervention</em>. Multiply by the number of assets where data age exceeds the deterioration rate. The result is a first-order estimate of stale-data cost for that category.</p>
<p>Example: 1,000 street lamps, average replacement cost €800. If 15% fail between surveys due to stale data, and emergency replacement costs 2× planned replacement, the annual stale-data cost for lighting alone is €120,000.</p>
<h2>The harder cost: opportunity</h2>
<p>Beyond direct costs, stale data creates opportunity cost. A municipality with current condition data can negotiate maintenance contracts based on actual need rather than conservative estimates. An insurer with current asset data can price more competitively. A property fund can identify undervalued assets others miss. These advantages are harder to quantify but often larger than the direct costs.</p>
<h2>From cost to action</h2>
<p>Quantifying the cost is not an academic exercise. It is the business case for continuous observation. If the annual cost of stale data in a portfolio is €500,000, a continuous monitoring service costing €100,000 annually pays for itself five times over — before counting the opportunity gains.</p>
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<h1>Cash Access Deserts: Mapping Financial Infrastructure Gaps</h1>
<p class="meta">Published July 27, 2026 · Retail</p>
<p>Despite the growth of digital payments, cash remains essential for millions of people. The elderly, the unbanked, the informally employed, and small businesses all depend on physical access to cash. Yet across Europe and North America, the density of ATMs and bank branches is declining. In many areas, access has disappeared entirely.</p>
<p>These are cash access deserts: neighborhoods, towns, and rural areas where the nearest ATM or bank branch is beyond practical reach. The consequences are severe. People travel long distances to access their own money. Small businesses lose sales because they cannot make change. The unbanked pay premium fees to informal cash services. Financial exclusion deepens.</p>
<h2>Why deserts form</h2>
<p>Cash access deserts form through a combination of commercial decisions and market failure. Banks close branches that are marginally profitable. ATM operators remove machines with low transaction volume. The remaining machines cluster in high-traffic commercial areas, leaving residential neighborhoods, rural communities, and low-income areas underserved.</p>
<p>The problem is compounded by data limitations. Banks know where their own branches and ATMs are. They know transaction volumes. But they lack comprehensive data on competitor presence, population density, transport links, and the practical distance residents must travel. They optimize based on what they know, and what they know is incomplete.</p>
<p>Regulators attempt to address the problem through mandates and incentives. But mandates require enforcement, and enforcement requires measurement. Without accurate maps of cash access gaps, regulators cannot target intervention effectively.</p>
<h2>Mapping access with field data</h2>
<p>Field observation provides the comprehensive, current data that official registers lack. Contributors assess every ATM and bank branch in a defined area, recording location, functionality, accessibility, and surrounding conditions. The result is not a list of machines but a map of access.</p>
<p>The key metric is practical access time: how long does it take a resident to reach the nearest functional ATM or branch, considering walking distance, public transport, and road network? A machine 2 km away across a highway is not accessible, even if it appears within radius on a map.</p>
<p>Field data captures these practical constraints. Contributors record transport links, pedestrian barriers, safety conditions, and opening hours. The access map reflects reality, not geometry.</p>
<h2>Identifying intervention targets</h2>
<p>Once access is mapped, intervention targets become clear. Areas with no access within 15 minutes are critical deserts requiring immediate attention. Areas with single-machine access are vulnerable — if that machine fails or is removed, a desert forms. Areas with multiple machines but poor functionality (frequent out-of-service, high fees, poor accessibility) have nominal but not effective access.</p>
<p>The intervention depends on the cause. In some areas, a new ATM or branch is the solution. In others, a shared banking hub or post office partnership makes more sense. In rural areas, mobile banking services or cash-back arrangements with retailers may be more viable than fixed infrastructure.</p>
<p>Field data enables this differentiated response. It identifies not just where the gaps are but what type of intervention is appropriate.</p>
<h2>The regulatory opportunity</h2>
<p>For regulators, field-validated access maps transform cash access policy from reactive complaint-handling into proactive network planning. Instead of responding to individual closures, regulators can identify emerging deserts before they form and intervene early.</p>
<p>They can also measure intervention effectiveness. A new ATM installed in a desert should reduce average access time. If it does not, the location was poorly chosen. Field data provides the feedback loop that enables continuous improvement.</p>
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<p><strong>Related:</strong> <a href="/insights/atm-network-optimization/">ATM Network Optimization</a> · <a href="/insights/retail-site-selection-data/">Retail Site Selection Using Field Data</a> · <a href="/insights/bank-branch-field-intelligence/">Bank Branch Intelligence</a></p>
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<div class="sources">
<h3>Sources and References</h3>
<ul>
<li>Landvex Platform Documentation — <a href="/docs">landvex.com/docs</a></li>
<li>quiXzoom Field Operations Manual — Internal operations documentation</li>
<li>Landvex Intelligence Reports — Analysis from 100+ cities worldwide</li>
<li>European Central Bank: "Access to cash in the euro area" (2025)</li>
<li>UK Financial Conduct Authority: "Access to Cash Review" (2024)</li>
</ul>
<p><em>Disclaimer: This article reflects Landvex's analysis and methodology. For specific cash access assessments, <a href="/contact/">contact our team</a>.</em></p>
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<h1>Continuous Monitoring vs Periodic Inspection: The Decision Difference</h1>
<p class="meta">Published August 3, 2026 · Infrastructure</p>
<p>The choice between continuous monitoring and periodic inspection is often discussed as a question of budget and frequency. It is better understood as a question of <strong>decision type</strong>. The two models produce fundamentally different kinds of intelligence, and support fundamentally different decisions.</p>
<h2>What periodic inspection delivers</h2>
<p>A periodic inspection — annual, biennial, or triggered by a specific event — produces a <strong>snapshot</strong>. At a single point in time, a trained observer assesses condition against a standard and documents findings.</p>
<p>Snapshots are excellent for:</p>
<p><strong>Compliance.</strong> Regulatory requirements often specify inspection intervals. A snapshot on the required date satisfies the requirement.</p>
<p><strong>Baseline establishment.</strong> A comprehensive survey at policy inception or asset handover creates a reference point for future comparison.</p>
<p><strong>Detailed assessment.</strong> Professional inspectors can evaluate structural elements, material degradation, and safety risks that require training and equipment.</p>
<p>The limitation of snapshots is that they describe a point, not a path. A crack measured at 3mm in March tells you nothing about whether it was 1mm in January or 5mm in November. Without the path, you cannot judge velocity — and velocity is what determines urgency.</p>
<h2>What continuous monitoring delivers</h2>
<p>Continuous monitoring — regular observation by a distributed network, supplemented by automated detection — produces a <strong>trend</strong>. The same assets are observed repeatedly, and changes are detected as they occur.</p>
<p>Trends are essential for:</p>
<p><strong>Early intervention.</strong> A deteriorating trend triggers action before failure. A lamp flickering for three weeks is replaced before it fails completely. A pavement crack widening month over month is sealed before it becomes a pothole.</p>
<p><strong>Resource optimisation.</strong> Maintenance budgets are finite. Continuous data shows where deterioration is fastest, allowing resources to be directed to the assets where they matter most.</p>
<p><strong>Risk forecasting.</strong> A trend with known velocity can be extrapolated. If a facade degrades at a measurable rate, the date when it will cross a safety threshold can be estimated — and budgeted for.</p>
<h2>The combined model</h2>
<p>The most effective infrastructure management uses both: periodic inspection for detailed baseline and compliance, continuous monitoring for trend detection and early intervention. The periodic inspection validates the continuous stream; the continuous stream extends the value of the inspection between cycles.</p>
<p>The cost of this combined model has historically been prohibitive. Continuous professional inspection of an entire portfolio is unaffordable. A contributor-based observation network, with AI-assisted detection and consensus scoring, makes it feasible for the first time.</p>
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<strong>See how continuous monitoring fits your asset management.</strong><br>
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<p><strong>Related:</strong> <a href="/insights/pre-loss-surveys-insurance/">Pre-Loss Surveys at Portfolio Scale</a> · <a href="/insights/calculate-cost-of-stale-data/">Calculate the Cost of Stale Data</a> · <a href="/insights/what-is-a-city-health-index/">What Is a City Health Index?</a></p>
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<span>The Contradiction Gap</span>
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<span class="category-badge">Methodology</span>
<span class="article-date">June 2026</span>
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<h1>The Contradiction Gap: Why Reported Reality and Observed Reality Diverge</h1>
<p class="article-lead">Landvex is built on a specific thesis about where intelligence value is created. The thesis is not that confirmed data is useful — it is that contradicted data is uniquely valuable. This article explains what the contradiction gap is, why it exists, and how Landvex quantifies it.</p>
<div class="article-body">
<h2>Defining the Contradiction Gap</h2>
<p>The contradiction gap is the measurable divergence between what official data sources report about a physical asset or location and what ground-level field observation reveals about the same asset or location at the same point in time.</p>
<p>A building classified as "good condition" in a municipal property database, for which field observation documents visible facade cracking, water ingress staining and deferred maintenance on visible fixtures: this is a contradiction. The gap between the classification and the observation is the intelligence event. That gap is what Landvex exists to find.</p>
<p>Confirmed data — where official classification and field observation agree — provides limited marginal value. The asset is as reported. Decisions made on the basis of confirmed data are simply decisions with accurate inputs. That matters, but it is baseline functionality. The contradiction gap is where asymmetric intelligence lives.</p>
<h2>Why Contradictions Arise</h2>
<p>Three structural causes account for most contradiction events:</p>
<ul>
<li><strong>Reporting lag:</strong> Official data is collected at a point in time and remains static until the next formal update cycle. Physical reality continues to change. As time passes, the probability of divergence between the record and current state increases monotonically.</li>
<li><strong>Incentive problems:</strong> Asset owners and operators have mixed incentives around condition reporting. Disclosing deterioration may trigger regulatory intervention, increased maintenance obligations, or insurance repricing. Self-reported condition data is structurally subject to optimistic bias.</li>
<li><strong>Granularity limits:</strong> Official classification systems use coarse categories — "good," "fair," "poor" — that cannot capture the texture of physical reality. A building that scores "good" on five of six condition parameters but "poor" on one critical one may be classified as "good" overall while presenting a specific and material risk that the classification obscures.</li>
</ul>
<div class="callout">
<p>Confirmed data tells you the world is as you expect. Contradicted data tells you something has changed — or was never accurately reported. The second signal is worth more.</p>
</div>
<h2>How Landvex Measures Contradiction Score</h2>
<p>The Landvex Contradiction Score is an index from 0 to 100 that quantifies the magnitude of divergence between official classification and field-observed condition for a given asset, location or zone.</p>
<table class="score-table">
<thead>
<tr>
<th>Score Range</th>
<th>Signal</th>
<th>Interpretation</th>
</tr>
</thead>
<tbody>
<tr>
<td>020</td>
<td>Low contradiction</td>
<td>Official data and field observation substantially agree. Asset is likely as classified.</td>
</tr>
<tr>
<td>2150</td>
<td>Moderate contradiction</td>
<td>Partial divergence detected. Further investigation warranted; may indicate normal drift or emerging issue.</td>
</tr>
<tr>
<td>5175</td>
<td>Significant contradiction</td>
<td>Material gap between reported and observed state. High-priority signal for re-inspection, repricing or intervention.</td>
</tr>
<tr>
<td>76100</td>
<td>Critical contradiction</td>
<td>Observed conditions severely contradict official classification. Urgent review recommended.</td>
</tr>
</tbody>
</table>
<p>The score is computed from multiple observation dimensions: structural condition signals, maintenance evidence, operational indicators, signage and access status, and temporal decay factors applied to the age of the official classification record. Scores are updated as new field observations are collected.</p>
<h2>Why High Contradiction Signals Risk — and Opportunity</h2>
<p>A high contradiction score is not a single-valence signal. It indicates that the official record is an unreliable guide to actual conditions. That unreliability is bad news in some contexts and valuable intelligence in others.</p>
<p>For risk managers — insurers, lenders, infrastructure operators — a high contradiction score means that risk models built on official data are miscalibrated. An asset presented as low-risk may in fact be high-risk. The contradiction score triggers re-evaluation before an event, not after it.</p>
<p>For opportunistic decision makers — investors, developers, urban planners — a high contradiction score may mean the opposite. An asset that official data classifies as at-risk may have received unreported improvements. Its market price, insurance premium or development classification may be depressed by stale data. The contradiction score identifies the gap between perception and reality — and that gap is precisely where asymmetric value can be captured.</p>
<h2>The Practical Implication</h2>
<p>Decision makers who filter their asset universe for high contradiction scores — whether to apply additional scrutiny, to re-examine valuations, or to accelerate inspection — are systematically surfacing the cases where their existing data is most likely to be wrong. That is not incremental improvement. It is a structural upgrade to the decision-making process itself.</p>
<p>The contradiction gap exists because physical reality changes faster than official records do. Landvex exists to measure that gap, quantify it, and put it in the hands of the people whose decisions depend on knowing what is actually there.</p>
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