Machine perception
Surface area
Inspection.
Defects caught at line speed, with the evidence frame attached to every flag.
Counting.
Stock, throughput, and footfall counted continuously instead of sampled on a clipboard.
Monitoring.
Safety zones, PPE, and process compliance watched without a supervisor staring at screens.
In practice
The pattern: a camera feed becomes a structured event stream, the event stream feeds the Company Brain, and a Worker acts on it. A count drops below threshold and the reorder drafts itself, with the frame that triggered it attached.
Stack neutral.
Runs on the cameras already on your floor: RTSP in, events out. Edge boxes where bandwidth is thin, cloud where it is not. Events land in the same state layer every other module reads, so what the cameras see becomes something the whole system knows.
