Notes from the field.
What we learn deploying cameras on highways, in warehouses and across districts.

Why fatigue is a camera problem
Drivers rarely know they are about to nod off. A cabin camera does. Here is what we have learned from fatigue alerts on Indian highways.

AIS-140 for state fleets: a practical checklist
What transport departments should check before rolling out AIS-140 tracking across buses and public vehicles.

Piloting computer vision in a district: start with one corridor
Large surveillance tenders often stall. A single well-chosen corridor shows results in weeks.
→Start a pilot
See it on your own vehicles, gates or lines.
Tell us what you want to watch for. We will scope a pilot, install it and show you the events within weeks.