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< a href = "/" > Home< / a > / < span > data-lineage< / span >
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< header class = "lv-header" >
< div class = "logo" > < a href = "https://landvex.com/" > 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 >
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< div class = "card-title" > 8-Step Pipeline< / div >
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< div class = "step-num" > 1< / div >
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< 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 >
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< 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 >
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< 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 >
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< li > Submitted coordinates validated against mission target coordinates< / li >
< li > Tolerance: < 50 metres for standard missions; < 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 >
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< 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 >
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< 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 0– < / li >
< li > Submissions below threshold: rejected with a reason code< / li >
< li > Approval rate target: 85% or above< / li >
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< 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 >
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< li > AI-borderline submissions (score 40– < / 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 >
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< 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 >
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< 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 >
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< 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 >
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< 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 >
< div class = "step-toggle" > Show details< / div >
< div class = "step-detail" >
< ul >
< li > Intelligence report generated with source citations< / li >
< li > Each data point is traceable to its source observations via an audit trail< / li >
< 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 >
< li > Deletion: right to erasure supported; deletion confirmed within 30 days< / li >
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< div class = "card" id = "audit-trail" >
< div class = "card-title" > Audit Trail< / div >
< div class = "info-block" >
< 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 > Contact: < a href = "mailto:legal@landvex.com" > legal@landvex.com< / a > < / p >
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< div class = "card" id = "data-residency" >
< div class = "card-title" > Data Residency< / div >
< div class = "row" >
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< div class = "row-content" >
< div class = "row-label" > EU-only — AWS eu-north-1, Stockholm< / div >
< div class = "row-sub" > All data is stored in the EU on AWS eu-north-1 (Stockholm, Sweden). No data is transferred outside the EU without explicit client instruction and appropriate safeguards in place.< / div >
< / div >
< / div >
< / div >
< div class = "card" >
< div class = "card-title" > Request Documentation< / div >
< p > Enterprise clients may request a complete data lineage package for their contract, including normalisation logs and aggregation methodology.< / p >
< div class = "cta-row" >
< a href = "/contact/" class = "cta-btn" > Request data lineage documentation for your contract< / a >
< / div >
< / div >
< div class = "card" >
< div class = "card-title" > Related Documents< / div >
< div class = "row" >
< div class = "row-icon blue" >
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< div class = "row-content" >
< div class = "row-label" > < a href = "/subprocessors/" > Sub-processors< / a > < / div >
< div class = "row-sub" > Third-party processors used in the Landvex pipeline. GDPR Article 28 compliant.< / div >
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< div class = "row-content" >
< div class = "row-label" > < a href = "/trust/" > Trust Centre< / a > < / div >
< div class = "row-sub" > Infrastructure security, data quality guarantee, and verification chain.< / div >
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< / div >
< div class = "row-content" >
< div class = "row-label" > < a href = "/dpa/" > Data Processing Agreement< / a > < / div >
< div class = "row-sub" > GDPR Art. 28 DPA and Standard Contractual Clauses.< / div >
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< div class = "row-label" > < a href = "/data-quality/" > Data Quality< / a > < / div >
< div class = "row-sub" > Methodology, accuracy metrics, and quality guarantees.< / div >
< / div >
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< p > < a href = "https://landvex.com/" > Landvex< / a > · < a href = "/privacy/" > Privacy< / a > · < a href = "/terms/" > Terms< / a > · < a href = "/dpa/" > DPA< / a > · < a href = "/trust/" > Trust< / a > · < a href = "/subprocessors/" > Sub-processors< / a > · < a href = "/cookie-policy/" > Cookies< / a > < / p >
2026-07-14 15:27:33 +00:00
< p > © 2026 Landvex AB · Org.nr 559141-7042 · Stockholm, Sweden · < a href = "mailto:legal@landvex.com" > legal@landvex.com< / a > < / p >
2026-07-07 07:11:50 +00:00
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var isOpen = detail . classList . contains ( 'open' ) ;
detail . classList . toggle ( 'open' , ! isOpen ) ;
toggle . textContent = isOpen ? 'Show details' : 'Hide details' ;
}
< / script >
< / body >
< / html >
