Urban traffic management
- Challenge: A city government needed to ease worsening rush-hour congestion.
- Solution: We deployed a vision-led traffic system that reads live camera feeds and adapts signals on the fly.
- Results: Congestion fell 25% and average commute times dropped by a fifth within one quarter.