All case studies
Smart Cities
Adaptive Traffic Intelligence for a Tier-1 City
Replaced fixed-cycle signals at 132 junctions with adaptive control driven by real-time multi-class vehicle detection.
Client
Municipal Corporation
Timeline
16 months
Location
Western India

−27%
Avg. travel time
−44%
Emergency response
132
Junctions covered
18,400 t
CO₂ saved / yr
The challenge
Peak-hour congestion was averaging 41 minutes per 10 km, with emergency-vehicle delays blocking critical responses.
Our approach
- Edge AI cameras at every approach lane
- Federated signal controller with reinforcement-learning policy
- Emergency-vehicle pre-emption channel
- Citizen mobility dashboard with open data feed
The solution
A city-wide adaptive control fabric that re-optimises signal cycles every 90 seconds while prioritising emergency corridors.

