A deep-tech hardware-defined protection stack featuring instant 3D layouts, 1-second CAN-Bus battery telemetry for <500ms emergency safety shutdowns, and an AI-driven Predictive Failure Footprint (PFF) that automatically schedules panel dust cleanings using weather and air quality analytics.
