Intelligence Index · Landvex

How is this area experienced by the people who use it?

A composite measure of how an area is experienced — condition, activity, upkeep, and change trajectory — from the perspective of someone on the ground.

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Five dimensions of intelligence.

Each index is built from five independently observed and scored dimensions — combined into a single comparable score.

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Physical condition score

Observable condition of buildings, streetscapes, public spaces and shared infrastructure.

Activity level

Density and vibrancy of observable activity — pedestrians, commercial activity, events, services.

Maintenance quality

Evidence of active upkeep — street cleaning, repairs, landscaping, graffiti removal and general care.

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Safety signals

Observable environmental safety indicators — lighting quality, surveillance, footfall density and activation.

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Change direction

Whether the area is improving or declining — trajectory from field observations over time.

Who uses this index.

Residential development Retail positioning Public space investment

What you receive.

Quality score + experience rating + trajectory signal

Sample location · Placeholder score → Stable
69 /100
CriticalModerateStrong
⚠️ Placeholder values for illustration. Live intelligence from August 2026.

How this index detects narrative conflicts.

Neighbourhood Quality Index flags when resident satisfaction surveys, official quality-of-life indexes or planning documents describe an area differently from what field observations record. High survey satisfaction scores in areas with observed maintenance decline often precede a quality drop — the index detects this divergence early.

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Contradiction Engine — How it works
Field observations are continuously cross-referenced against official records, registers, and published statistics. Divergence above threshold triggers a conflict flag.
Official record
  • ✓ Published condition ratings
  • ✓ Official statistics
  • ✓ Register data
Observed reality
  • ✗ Field observations
  • ✗ Real-time signals
  • ✗ Contradiction flags

Explore related indexes.

🏙️
City Health Index
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Commercial Opportunity Index
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🛡️
Risk & Resilience Profile
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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. Methodology →