47 lines
7.9 KiB
Plaintext
47 lines
7.9 KiB
Plaintext
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d¡dd„ ƒZdS )uM
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LIFE KPI Pyramid + Reality Latency
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Mission: Improve decisions about the physical world
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Customer North Star: Decision Confidence Improvement (DCI)
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Platform North Star: Verified Reality Coverage (VRC)
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Signature Metric: Reality Latency (RL)
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Pyramid:
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Mission → Customer Outcomes → Platform Health → Operational → Engineering
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é )Ú APIRouterN)ÚdatetimeÚ timedelta)ÚDictÚAnyz /life-kpiÚlife_kpi)ÚprefixÚtagsz4/home/bernt/.openclaw/workspace/rivp-pilot-1/rivp.dbc C s t t¡} t j| _| S )N)Úsqlite3ÚconnectÚDB_PATHÚRowÚ row_factory)Úconn© r úM/home/bernt/.openclaw/workspace/landvex-admin-backend/app/routers/life_kpi.pyÚget_db s
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r z/public/kpi-pyramidc à s: t ƒ } | ¡ }| d¡ | ¡ d }| d¡ | ¡ d }| d¡ | ¡ d pRd}| d¡ | ¡ d }| d¡ | ¡ d }| ¡ ddd œd
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dt|t|d dƒ d dƒddt|d dƒddœd œd d d d d!d"d#d$d%d&d'œd(d)d'œd*d+d'œd,d-d'œgd.d/œ
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d0d1d2dd3d4œd5d6dd7d4œd8d9dd:d4œd;d<dd
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d4œgd=œd>d?t|t|dƒ d dƒdd@dAœdBt|d dƒd3d@dAœdCddDdEdAœdFddGd@dAœgd=œdHdIdJdKdLd4œdMdNdOdPd4œdQdRdSdTd4œdUdVt|dW dXƒdYd4œgd=œdZd[d\d]d^œd_d`dad^œdbdcddd^œdedfdgd^œgd=œdhœS )iz'
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Complete KPI Pyramid for LIFE
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zSELECT COUNT(*) FROM roadsr z!SELECT COUNT(*) FROM observationsz(SELECT AVG(confidence) FROM observationsz4SELECT COUNT(*) FROM observations WHERE verified = 1z=SELECT COUNT(*) FROM observations WHERE severity = 'critical'z*Improve decisions about the physical worldz¾LIFE helps organizations make better, faster, and more confident decisions about infrastructure, projects, and assets by providing continuous, verified intelligence about observable reality.)Ú statementÚ descriptionz%Decision Confidence Improvement (DCI)zZHow much LIFE increases a decision-maker's confidence compared to previous working methodsé é2 ú)Before/after surveys with pilot customerszP(Confidence_with_LIFE - Confidence_without_LIFE) / Confidence_without_LIFE * 100)zfA municipality's road maintenance manager feels 40% more confident prioritizing repairs with LIFE dataz=An aid agency can verify 3x more projects with the same staffzKAn insurance company reduces claim verification time from 2 weeks to 2 days)ÚmetricÚ
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definitionÚ
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current_valueÚ target_2026Ú target_2027Ú measurementÚformulaÚexamplesz Verified Reality Coverage (VRC)z„Percentage of observable reality represented in LIFE with current, independently verified evidence above a defined quality thresholdé éd éK é
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é" é é\ )Úobject_coverageÚmulti_source_verificationZevidence_freshness_daysÚaverage_confidenceÚ traceability)r r r r r Ú target_2028Ú breakdownzReality Latency (RL)z?Time between reality changing and LIFE knowing about the changeé0 Úhoursé é é zHow 'alive' the platform iszRoad construction startsz36 hours)ÚeventZdetection_timezBridge closurez12 hoursz Flood damagez6 hourszPothole formationz72 hoursz@Compare satellite pass timestamp with change detection timestamp)
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r r r Úunitr r r+ r r Úmeasurement_methodzCustomer OutcomeszBetter Decisionsz-Percentage of decisions improved by LIFE dataéP )Únamer ÚcurrentÚtargetzFaster Verificationz%Time reduction for field verificationéF z
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Lower Riskz/Reduction in undetected infrastructure failuresé< zEfficient Prioritizationz-Improvement in resource allocation efficiency)ÚlevelÚmetricszPlatform HealthZVRCú%)r6 Úvaluer8 r3 Ú
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ConfidenceZ Freshnessé ÚdaysÚ Traceabilityéb zOperational MetricszIngestion Latencyz)Time from image capture to database entryz4 hoursz1 hourzMission Completionz1Percentage of QUIXZOOM missions completed on timez78%z95%z AI Precisionz&Accuracy of automated change detectionz72%z85%zEvidence Densityz#Average observations per km of roadi4 é é zEngineering MetricsÚUptimez99.5%z99.9%)r6 r> r8 zAPI Response TimeZ120msZ50mszCost per km monitoredz$0.45z$0.20zGPU Utilizationz65%z80%)ÚmissionZcustomer_north_starZplatform_north_starZsignature_metricZcustomer_outcomesZplatform_healthÚ operationalZ engineering)r ÚcursorÚexecuteÚfetchoneÚcloseÚroundÚmax)r ÚcÚ total_roadsZ total_obsÚavg_confidenceZ verified_obsZcritical_countr r r Úget_kpi_pyramid s
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þø ûùüñüüüüíþ ü üüüíþ üüü üíþ ýýýýðþ€ ïrR z/public/reality-latencyc à sò ddddddddd œd
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ddddd œddddddddd œdddd d d d d d œd!d"d#d$d%d&dd'd œg} t d(d)„ | D ƒƒt| ƒ }d*d+t|d,ƒd-d.| dd,d/œdd,d/œdd,d/œd d,d/œd&d,d/œd0œd1d2d3œd4d5d3œd6d7d3œd8d9d3œd:d;d3œgd<œiS )=z<
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Reality Latency - How quickly LIFE detects changes
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zevt-001Úconstruction_startzRoad work began on E4 km 45z2026-07-03T08:00:00Zz2026-07-04T14:00:00Zé Ú satelliteg …ëQ¸ í?)Zevent_idÚ
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event_typer Z actual_timeZ
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detected_timeÚ
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