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- New /developers/ page with API docs, SDKs, pricing, use cases - OpenAPI 3.0 spec for Orders, Missions, Photos, Analytics - Case study: Glasskiosken i Flatenbadet — complete ROI analysis - Updated /order/ with recurring missions and frequency dropdown
411 lines
21 KiB
HTML
411 lines
21 KiB
HTML
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<meta charset="UTF-8">
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<title>Data Lineage — Landvex</title>
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<meta name="description" content="Complete data lineage documentation for Landvex intelligence outputs. From field capture to delivered intelligence — every step documented.">
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<link rel="canonical" href="https://landvex.com/data-lineage/">
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<link rel="apple-touch-icon" href="/apple-touch-icon.png">
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<link rel="alternate" hreflang="x-default" href="https://landvex.com/">
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<nav aria-label="breadcrumb" aria-label="Main navigation">
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<a href="/" >Home</a> / <span>data-lineage</span>
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</nav>
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<header class="lv-header">
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<div class="logo"><a href="https://landvex.com/" >Landvex</a></div>
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<h1>How data moves through Landvex.</h1>
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<p>From field capture to delivered intelligence — every step documented</p>
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</header>
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<div class="info-block">
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<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>
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<div class="card">
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<div class="card-title">8-Step Pipeline</div>
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<div class="pipeline" id="pipeline">
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">1</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon blue">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">Field Capture</div>
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<div class="step-sub">Zoomer photographs target via quiXzoom app with GPS lock and EXIF metadata.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>Zoomer accepts mission in quiXzoom app</li>
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<li>GPS coordinates locked at capture start</li>
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<li>Photo taken with full EXIF metadata: device model, timestamp, GPS coordinates, focal length</li>
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<li>Submission uploaded with: image, GPS trace, timestamp, device fingerprint, mission ID</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">2</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon green">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">Identity Verification</div>
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<div class="step-sub">Submitting Zoomer must be KYC-verified before any payout eligibility is established.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>KYC verification is completed once, before the contributor's first payout</li>
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<li>Each submission is linked to a verified contributor ID</li>
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<li>Contributor ID is a pseudonymised hash — it is not stored in the intelligence output delivered to clients</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">3</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon teal">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">GPS Validation</div>
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<div class="step-sub">Submitted coordinates validated against mission target with tolerance thresholds.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>Submitted coordinates validated against mission target coordinates</li>
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<li>Tolerance: <50 metres for standard missions; <10 metres for precision missions</li>
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<li>GPS accuracy class assigned: coarse / balanced / precise</li>
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<li>Submissions outside tolerance: auto-rejected or flagged for human review</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">4</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon orange">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">AI Image Review</div>
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<div class="step-sub">Automated quality scoring across specification compliance, technical quality, and content relevance.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>Image analysed for: specification compliance, technical quality, content relevance</li>
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<li>Object detection confirms the target is present in frame</li>
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<li>Quality score assigned on a scale of 0–100</li>
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<li>Submissions below threshold: rejected with a reason code</li>
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<li>Approval rate target: 85% or above</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">5</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon purple">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">Human Review (edge cases)</div>
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<div class="step-sub">AI-borderline submissions routed to a human reviewer with full decision logging.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>AI-borderline submissions (score 40–60) routed to a human reviewer</li>
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<li>Reviewer applies the mission specification to reach a final decision</li>
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<li>Decision logged with reviewer ID and timestamp</li>
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<li>Appeals process available for rejected submissions</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">6</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon indigo">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">Normalisation</div>
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<div class="step-sub">Approved submissions converted to structured data points with full source attribution.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>Approved submissions converted to structured data points</li>
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<li>Entity extraction: location, object type, condition class, change signal</li>
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<li>Temporal indexing: observation timestamped; version history maintained</li>
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<li>Source attribution preserved throughout the normalisation process</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">7</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon red">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">Intelligence Aggregation</div>
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<div class="step-sub">Observations aggregated by geographic unit; index scores calculated with confidence weighting.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>Observations aggregated by geographic unit: district, city, region</li>
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<li>Index scores calculated: Opportunity, Growth, Vitality, Infra Stability, Investment Confidence</li>
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<li>Contradiction detection: aggregated observations compared against official data sources</li>
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<li>Confidence scores calculated from: observation count, recency, and cross-validation results</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="step" onclick="toggleStep(this)">
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<div class="step-num-wrap">
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<div class="step-num">8</div>
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<div class="step-line"></div>
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</div>
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<div class="step-icon green">
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<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>
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</div>
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<div class="step-body">
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<div class="step-label">Output and Delivery</div>
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<div class="step-sub">Intelligence reports generated with full source citations and traceable audit trails.</div>
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<div class="step-toggle">Show details</div>
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<div class="step-detail">
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<ul>
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<li>Intelligence report generated with source citations</li>
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<li>Each data point is traceable to its source observations via an audit trail</li>
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<li>Delivery formats: web dashboard, API, structured report (PDF / JSON / CSV)</li>
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<li>Data retention: per client contract — default is intelligence outputs retained 3 years, raw observations 90 days post-delivery</li>
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<li>Deletion: right to erasure supported; deletion confirmed within 30 days</li>
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</ul>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="card" id="audit-trail">
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<div class="card-title">Audit Trail</div>
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<div class="info-block">
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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>
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<p>Contact: <a href="mailto:legal@landvex.com">legal@landvex.com</a></p>
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</div>
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</div>
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<div class="card" id="data-residency">
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<div class="card-title">Data Residency</div>
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<div class="row">
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<div class="row-icon teal">
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<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>
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</div>
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<div class="row-content">
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<div class="row-label">EU-only — AWS eu-north-1, Stockholm</div>
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<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>
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</div>
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</div>
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</div>
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