Crowd and traffic analytics — Smart city

The challenge

The smart city team was relying on manual effort that could not keep up with volume, and every miss had a direct cost.

What we built

Built in our Motera lab, validated on a replica rig, then commissioned on site in days using YOLO and TensorRT.

Delivery timeline

1. Phase 1

   Discovery sprint and site survey

2. Phase 2

   Prototype built and tested in the Motera lab

3. Phase 3

   Pilot on site with before/after measurement

4. Phase 4

   Scale-out, training and handover

Highlights

• Designed, built and supported from Motera, Ahmedabad
• Before-and-after measurements agreed with the client up front
• Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
• Documentation, drawings and source handed over at close