Edge intelligence is not a PCB with compute. It is a site system that runs reliably, captures continuously, executes safely and improves its models over time.
Power, isolation, I/O, communications, watchdogs and local storage are engineered for site reliability first.
Different devices become unified models while rules and state machines keep critical actions deterministic.
Start with explainable diagnosis and forecasting, then move into constrained strategy optimization.
Data quality, labels, versions and human feedback determine whether AI keeps creating value.
Start with the device list, point list and acceptance criteria for a clearly bounded pilot.
Start a pilot