A standard dashcam passively records video, which is useful mainly as evidence after an accident.

A camera with computer vision is a proactive safety system.

The embedded AI continuously 'watches' and 'understands' the video stream.

A road-facing camera (ADAS) can identify other vehicles, pedestrians, traffic signs, and calculate distances, alerting the driver to a collision risk or a lane departure.

A driver-facing camera (DMS - Driver Monitoring System) can detect signs of fatigue (yawning, eye blinks), phone use, or not looking at the road.

Instead of waiting for an incident, this system intervenes beforehand with in-cab audible alerts to correct dangerous behavior instantly.

It only transmits verified critical events to the manager, providing a powerful and privacy-respecting coaching tool.