Landvex identifies infrastructure degradation, maintenance backlogs and disruption patterns before they appear in official records. District-level risk scoring across 20+ countries.
Purpose-built intelligence outputs drawn from field observations, not modelled proxies.
Field observations of road condition, utility infrastructure, drainage, and structural maintenance status across districts. Updated continuously.
Areas where observed infrastructure condition diverges from official maintenance records. The gap between what is reported and what is present on the ground.
Historical and current transport disruption patterns by district. Identifies areas where service interruptions are clustering and where they are emerging.
District-level risk classifications based on observed conditions across drainage, structural load, utility age, and transport dependency.
Official infrastructure ratings challenged against field data. Where a district is rated sound but observed conditions suggest otherwise, the conflict is surfaced explicitly.
Delivered as structured intelligence output: district scores, conflict flags, confidence levels, and a clear statement of what the evidence supports.
From question to verified intelligence output in 24–72 hours.
You tell us the specific question — city, district scope, timeline, and what decision depends on the answer. We do not provide generic reports.
Landvex deploys targeted field observation across the relevant geography. Observed conditions are cross-referenced against official sources and prior data to surface conflicts.
Every output is processed by the Landvex Contradiction Engine. Conclusions are challenged by a second model before delivery. What doesn’t add up is flagged explicitly.
You receive a structured intelligence briefing: district-level scores, conflict flags, confidence levels, and a clear answer to the question you asked. Delivered within 24–72 hours.
Official statistics, satellite imagery, and desk research each have blind spots. Field observation closes the gap.
Municipal statistics, planning registers, and economic surveys reflect conditions that already existed when decisions were made. Landvex measures what is happening now.
Remote sensing identifies structural change but cannot assess vacancy quality, business mix, footfall trends, or the sentiment signals that precede measurable deterioration.
Analysis built on published sources reproduces whatever the official narrative says. Landvex surfaces the delta between what is reported and what is observed.
AI models trained on official data perpetuate official assumptions. Landvex’s Contradiction Engine is specifically designed to challenge the consensus before it reaches your desk.
Describe the question you need answered. We will show you how Landvex can support it.
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 →