Multi-sensor intelligence, designed around graceful degradation.

Sensor architecture

VAYVIO Fusion is planned around front, rear and cabin cameras, optional forward radar, GNSS/IMU and connected device telemetry.

Edge AI

FCW, LDW, pedestrian/cyclist perception and basic DMS are intended to execute locally on the device.

Event-first cloud

Normal driving video remains local by default. The cloud is intended to receive device health, events, metadata and selected evidence clips.

Safety & security direction

• Unique device identity and signed software.
• Secure boot and rollback-aware OTA architecture.
• Privacy controls for cabin video and audio.
• Planned functional safety, SOTIF, AI safety and cybersecurity workstreams.

Phase-0 architecture direction; this is not a claim of completed certification.