Industry solution · 5 vector + 3 raster workflows

GeoPilot for Insurance & Risk

Portfolio exposure, hazard zone overlays, and claims geolocation for underwriters.

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Insurance & Risk

The challenge

Insurers need to assess spatial risk for every policy — flood zones, fault lines, crime density, peril proximity — but lack in-house GIS. Vector overlays answer 80% of the questions; raster catastrophe modelling is the heavy 20%.

Web · vector workflows

Run these in plain English

Drop your shapefiles, GeoJSON, or GeoPackage into the workspace and ask. No install, free forever tier, results in seconds.

1

Policy Exposure in Hazard Zones

Overlay policy point locations against published flood, fault, and wildfire polygon layers.

› Show insured properties inside 100-year flood polygons and total insured value at risk

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2

Portfolio Concentration

Cluster policy points by ZIP, district, or h3 cell to flag correlated-loss concentrations.

› Heat map of policy concentration; flag ZIPs above $10M aggregate exposure

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3

Claims Geolocation & Clusters

Geocode claims addresses, cluster by location, and surface anomalous concentrations.

› Geocode these claims and run cluster analysis to highlight unusual hot spots

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4

Peril Proximity Scoring

Compute distances from each insured asset to fault lines, coastlines, and hazardous facilities.

› For each property, compute distance to nearest fault, coastline, and chemical plant

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5

Catastrophe Aggregation by Zone

Spatially join policies to CAT zones and roll up exposure for treaty reinsurance reporting.

› Aggregate sum-insured by CAT zone and export a treaty-ready exposure table

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Supported on the web:.shp.geojson.kml.gpkg.csv.parquet.dxf.kmz

Desktop · raster image processing

Heavy pixels? Run them locally.

The desktop app runs Python on your machine — no timeouts, no upload limits, works air-gapped. Request access to get the build that fits your OS and use case.

Hazard Raster Sampling

Sample wildfire intensity, flood depth, or wind-speed rasters at every policy location for per-policy scoring.

inHazard rasters + policy points
outPer-policy hazard score table

Post-Event Damage Assessment

Compare pre/post-event satellite imagery to estimate building damage extent and claims load.

inPre/post satellite scenes
outDamage polygons + severity

Custom Footprint Modelling

Run vendor or custom hazard models locally to produce raster footprints for portfolio overlays.

inModel parameters + base rasters
outHazard footprint raster
Supported on the desktop:.tif.tiff.img.asc.las.laz.nc.h5

One workspace

Same chat, same project, two engines.

Start in the browser. Move to desktop when the dataset gets heavy. Projects sync — no re-importing, no re-prompting.

1 · Ask in the workspace

Describe the analysis. GeoPilot picks ops, runs them, returns map + data + report.

2 · Vector? Done in the browser.

Buffers, joins, network analysis, choropleths — finishes in seconds, every plan.

3 · Raster? Switch to desktop.

Same chat continues against local Python. No timeouts, no upload caps.

Ready to ship insurance & risk workflows?

Free vector tier. Desktop by request — tell us your OS, dataset size, and sensor type and we'll get back within one business day.

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