What we validate before calling a deployment “production”.
Rollout is engineering validation. It is not just ML metrics.
Local continuity: run 24+ hours with connectivity loss (unplug ethernet).
Evidence traceability: random audit shows zero missing artifacts.
Operator workflow: usable on shift with Chinese-primary UI (if required).
RCA loop complete: defect → cause → action → operator response → triple stored.
Detection latency meets spec under production load.
Throughput matches line speed with no sustained frame drops.
24-hour soak test with no memory leaks or queue growth.
Recovery from disconnects, power cycles, and storage pressure.
No corporate IT → camera network path.
Remote access requires MFA and maintenance windows.
If OPC UA is used: signing/encryption enabled (never “None”).
Inference nodes generate no outbound internet traffic by default.
Last updated 1 month ago
