Add spatial intelligence to your product in a sprint.
White-label predictions, routing, and geocoding for CAD platforms, incident-management software, and vertical SaaS.
Where this comes in.
Building geospatial in-house is a multi-year detour.
Routing, geocoding, and probability prediction each have their own data pipelines, models, and edge cases. Footstep is the surface; your team stays focused on the vertical.
Your customers are asking for predictive search.
Mountain rescue, county SAR, and public-safety customers all want probability surfaces in the platforms they already use. Add predict to your existing UI with one MCP or REST call.
Light integration, not a rebuild.
Footstep is an API surface, not a framework. Call it from wherever fits your product. The integration is a key and a request, not a multi-quarter migration.
Predict access and use
Restricted access. Predict is not part of the standard plan. Access is granted by application only, to organisations with appropriate operational expertise. Apply for access.
Decision support only, never a replacement. Predict outputs are probability priors. They must never replace expert human judgment, established response protocols, or any duty-of-care obligation. Outputs may be incorrect, incomplete, or unsuitable for a given scenario. Final decisions sit with qualified human operators.
Footstep is built to embed. The full surface (predict, routing, geocoding, isochrone, place search, terrain) is callable over MCP for AI features and over REST for traditional backends. Same auth, same response shapes, same pricing.
Partner pricing is usage-based at wholesale rates, with volume tiers for high-throughput integrations. SLAs and dedicated support tiers available for production embedding.
What you can count on.
- Single MCP and REST surface. One auth header.
- AI-enabled tools beyond predict: free-text address parsing and natural-language geospatial query.
- Wholesale per-call pricing with volume tiers for high-throughput integrations.
- Partner SLAs and dedicated support contacts.
- Integration is a key and a request. Call from your backend, edge, or anywhere else that fits.
- Open response formats (GeoJSON, H3, polyline). Migration-safe by design.
The tools that fit.
Where to look first.
A probability heatmap of where a missing person is most likely to be found, built from their behavioural profile, the terrain, and current weather.
Driving, walking, and cycling directions.
Point-to-point or multi-stop routes with terrain analytics. Answer 'is this walkable?' without a second call.
The fastest order to visit your stops.
Travelling salesman in milliseconds. Returns the optimised order, the savings, and per-leg breakdowns.
Travel times between every pair.
An N-by-M travel-time matrix between sources and destinations. The basis for assignment, dispatch, and ETA quotes.
Where is this place?
Turn an address, landmark, or place name into coordinates. Returns ranked candidates with confidence scores.
Geocode a thousand addresses at once.
Run up to 1,000 addresses through geocoding in a single call. Returns coordinates and confidence for each.
Clean up a messy address.
Free-text in, structured out. Fixes typos, expands abbreviations, infers missing fields, and scores confidence.
Directions from A to B, by name.
Geocode both ends and compute the route in one call. The agent says 'how do I get from Kings Cross to Tower Bridge'. The tool handles the rest.
Clean up a GPS trace.
Map-match a noisy GPS recording to the road network. Returns the corrected path plus per-segment road attributes.
Where can you reach in 30 minutes?
Reachability polygons by time or distance from any starting point. Walking, cycling, or driving.
Related use cases
Search, rescue, and crisis response
Score where a missing person is most likely to be found. Direct ground teams to the highest-density hexes first.
Logistics and autonomous fleets
Multi-stop optimisation, OD matrices, and corridor search for the agents and backends that move things.
Field service and dispatch
Optimise visit order, score reachable jobs from each tech, clean GPS into proof-of-visit records.