EDITORIAL DRAFT / COMPUTER VISION

Design the response, not just the detection.

Why review and escalation belong in the first version of a safety workflow.

A flagged event is the beginning of a workflow. Decide who reviews it, what context they need and which actions remain with the site team.

Evaluate the system against the environment it will encounter. Camera placement, lighting and the definition of an event all deserve attention.

Make uncertainty visible. Monitoring should help people review information without presenting every detection as a confirmed incident.