OmniRoute Geospatial Engine
Engineered a distributed graph neural recalculation engine computing optimal routes across 40M road segments in real-time. Features dynamic spatial traffic forecasting and instant corridor re-routing.
- 40M
- Road segments
- < 3.8ms
- P99 latency budget
- Real-time
- Traffic forecast
Routing at national scale means recomputing contention across tens of millions of segments as traffic shifts. OmniRoute partitions the graph across a cluster and recalculates only the corridors whose weights actually changed.
Forecast, don't react
Spatial traffic forecasting feeds the graph ahead of congestion forming, so corridors re-route before drivers feel the delay.
Stack: Distributed cloud • C++20 & distributed graph