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Fleet operators generate massive volumes of GPS traces, shipment records, and sensor data every day. Wherobots provides the spatial compute engine to turn that telemetry into route adherence, accurate maps, and actionable fleet intelligence at scale.

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How to use these solutions

Treat these notebooks as data engineering patterns as you evaluate Wherobots for your business or organization:

GPS Map Matching

Snap millions of raw GPS points to road network segments to reconstruct accurate travel paths, calculate true distances, and identify route deviations.

Route Optimization

Analyze road networks, drive-time isochrones, and delivery zones to find optimal routes and reduce fuel costs across entire fleets.

Fleet Analytics

Process billions of vehicle telemetry records to identify usage patterns, dwell times, and operational inefficiencies using Spatial SQL at scale.

Infrastructure Monitoring

Detect road surfaces, sidewalks, and infrastructure conditions from satellite or aerial imagery using RasterFlow computer vision models.

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Key Capabilities

Use WherobotsAI’s map matching to snap GPS trajectories to road networks with high accuracy. Process entire fleet histories in batch or schedule recurring jobs.

Map matching on road networks

Snap trajectories to road segments with WherobotsAI.

Matching vehicle GPS data at scale

Run map matching across an entire fleet history.
Generate isochrones from distribution centers, hubs, or customer locations to model service areas, optimize delivery windows, and plan network coverage.

Making drive time isochrones

Model service areas by travel time rather than radius.
Apply RasterFlow models to detect rural roads, sidewalks, and surface conditions from satellite imagery. Identify underserved areas or infrastructure gaps without manual surveys.

Detecting roads with RasterFlow

Find roads in areas where basemaps are thin.

Detecting sidewalks with RasterFlow

Map pedestrian infrastructure from aerial imagery.
Identify anomalous GPS points, unusual route deviations, or fleet behavior outliers using Local Outlier Factor analysis on geospatial data.

Local Outlier Factor

Surface spatial outliers that summary statistics hide.

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Wherobots Advantage

Get started with Wherobots

Try Wherobots with your own geospatial data in minutes.