Flowstate
Run live traffic simulations on real city streets. Stage incidents, forecast congestion, and see exactly why it builds up.
Real-time simulation
A deterministic traffic engine moves every vehicle through the road network with speed-density physics, routing, and incident effects.
ML forecasting
Lag-feature regression predicts congestion 20 minutes ahead; IsolationForest flags anomalous spikes in delay, speed, and volume.
Traffic analyst
Explains bottlenecks with evidence from live metrics, compares scenarios, and recommends interventions.
Scenario lab
Close roads, stage accidents, surge demand, then run seeded baseline-vs-scenario comparisons to quantify the impact.