Scaleout Edge delivers sovereign AI infrastructure for machine learning that trains on drones, vehicles, and industrial fleets, keeping raw data secure on-device with federated learning. Features full model provenance, fleet-wide observability, and modules for perception, autonomy & ASR on edge hardware.