
Offline route optimization for dispatch, routing, and utilization. Starting in simulation and validating with real operational data.
Systems that maintain operational behaviors during complete network outages, removing single-point-of-failure dependency.
Routing decisions run locally on historical and offline data, with no dependence on a live central server.

A rigorous simulation and replay environment to establish empirical before/after metrics prior to field deployment.
RideFair is in pre-deployment validation. The Replay Optimization Engine is being built against a complete written specification, with the first public-data demonstration scheduled for November 20, 2026. We are in conversation with fleet operators about data partnerships ahead of a 2027 pilot.