Reference builds you can lift.
Each card breaks down the tools, the agent flow, and a worked response shape. Find the closest fit and ship from there.
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.
Tools: predict · get-isochrone · geocode +1
Logistics and autonomous fleets
Multi-stop optimisation, OD matrices, and corridor search for the agents and backends that move things.
Tools: optimize-stops · get-matrix · find-and-route +2
Environmental and field operations
Terrain profiles, reachability polygons, and GPS map matching for ESG reporting, conservation, and field research.
Tools: get-elevation · get-isochrone · snap-trace +1
Real estate and property
Geocode listings, model commute reach, score nearby amenities, and overlay terrain risk. The toolkit behind agent-led property search.
Tools: geocode · get-isochrone · search-places +2
Travel and itinerary planning
Find places, route between them, fit them into a time budget, and surface what's on the way. The geospatial layer behind agentic trip planners.
Tools: find-and-route · search-along-route · get-isochrone +3
Customer-input cleanup
Fix typos, expand abbreviations, validate before geocoding. The reliable pre-step for agents handling user-typed addresses.
Tools: parse-address · geocode · batch-geocode +1
Field service and dispatch
Optimise visit order, score reachable jobs from each tech, clean GPS into proof-of-visit records.
Tools: optimize-stops · get-matrix · snap-trace +2
Insurance and risk underwriting
Anchor addresses, layer terrain and elevation, assess access from emergency services. Bulk-process portfolios in one call.
Tools: batch-geocode · get-elevation · get-isochrone +2
Healthcare access and equity
Compute drive-time and walk-time access to facilities, model coverage gaps, place ambulances with travel-time matrices.
Tools: get-isochrone · get-matrix · geocode +2
Sales and territory planning
Build OD matrices between reps and accounts, draw catchments around offices, normalise lead addresses at scale.
Tools: get-matrix · get-isochrone · batch-geocode +2
Outdoor and fitness apps
Plan walking, hiking, and cycling routes with explicit difficulty. Snap noisy GPS into clean traces with surface and grade per edge.
Tools: get-directions · get-elevation · snap-trace +1
Public-sector planning
Model who can reach what, where the gaps are, how transit changes the answer. Reachability and matrix tools for civic planning.
Tools: get-isochrone · get-matrix · get-elevation +2