Simulation-First Fleet Optimization for Mobility Operators.

Offline route optimization for dispatch, routing, and utilization. Starting in simulation and validating with real operational data.

Core Capabilities

Offline-First Continuity

Systems that maintain operational behaviors during complete network outages, removing single-point-of-failure dependency.

Local Route Optimization

Routing decisions run locally on historical and offline data, with no dependence on a live central server.

KPI-Driven Validation

A rigorous simulation and replay environment to establish empirical before/after metrics prior to field deployment.

Where We  Are Now

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.