Inadequate detection of emergency signals and life-threatening cabin conditions leads to critical delays in rescue. Reducing response latency prevents fatalities in parked or transit vehicles.

Inadequate real-time obstacle detection and environmental awareness in dynamic workspaces. Reducing accidental impacts prevents equipment damage and personnel injury.

Vulnerability to physical interference or theft in uncontrolled environments. Ensuring data integrity and continuous monitoring in high-risk deployment zones.