Deployment Timeline for Edge AI Safety

Who this is for

For teams planning a time-boxed safety AI pilot.

The buyer question

What should happen during the first 30 days of a safety AI deployment?

Week one: scope and access

Confirm camera list, stream access, network placement, event class, response owner, and pilot KPI.

Week two: live routing

Connect streams, validate model behavior, route events into the VMS or response workflow, and document first findings.

Weeks three and four: review and decision

Review alerts, nuisance categories, timing, acknowledgement, and operating value. Decide whether to expand, tune, or stop.

How to use this with DHI

Use this page as a pre-pilot checklist. Pick one zone, one event type, one alert owner, and one review cadence. If the current cameras cannot support the workflow, fix the camera plan before expanding the deployment.