Monitor every edge node, model rollout, and hardware pulse in real time.

Every Jetson Orin Nano station, TensorRT neural engine, live WebRTC camera stream, and alert gateway across forest divisions and private estate perimeters, in one engineering console.

• Live hardware telemetry for every Valeon Edge AI and Watch AI node—GPU thermals, RAM, disk retention, NVR health, and cryptographic license leases.
• Over-the-air (OTA) TensorRT FP16 and INT8 model rollouts with canary targeting, SHA-256 verification, and one-click emergency rollback.
• Restricted strictly to authorized platform engineers holding FLEET_ADMIN scope in coda_argus.user_scopes.