Industry solution · 5 vector + 3 raster workflows

GeoPilot for Urban Planning

Site suitability, zoning overlays, and walkability analysis on parcel and infrastructure data.

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Urban Planning

The challenge

Urban planners juggle dozens of vector layers — zoning, parcels, demographics, transit, utilities — and rely on manual overlay analysis. Simple site selection queries still take hours of GIS work.

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

Site Suitability Analysis

Combine proximity, zoning, and parcel attributes to find optimal sites for any use.

› Find parcels within 500m of transit stops, zoned commercial, with area above 1,000 sqm

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2

Walkability & Isochrones

Compute walking and driving isochrones from any point layer and intersect with parcels or population.

› Show 10-minute walking isochrones from all metro stations and the parcels inside

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3

Population Density Choropleth

Visualize census attribute data as choropleth maps with automatic classification.

› Create a population density choropleth by ward using natural breaks classification

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4

Green Space Access

Measure park access and service-area coverage by combining park polygons with residential parcels.

› Calculate the percentage of each neighborhood within 400m of a park

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5

Infrastructure Buffer Compliance

Generate regulatory buffers around roads, pipelines, and protected areas; flag conflicts.

› Create 100m buffer zones around all highways and list residential parcels inside them

Try this prompt
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.

Urban Heat Island from LST

Process Landsat / Sentinel thermal bands into land-surface-temperature rasters and correlate with land cover.

inLandsat 8/9 thermal
outLST raster + heat zones

Built-Up Change Detection

Run multi-date classification on satellite stacks to detect new construction and informal expansion.

inSentinel-2 time series
outChange polygons + area stats

Slope & Aspect Constraints

Generate slope, aspect, and curvature rasters from DEMs to feed into site-suitability scoring.

inDEM (5–30m)
outSlope/aspect rasters
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 urban planning 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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