Maintenance readiness snapshot

Use this lightweight diagnostic to see whether your team has the people, signals, and rituals to sustain AI systems in production. You will get an instant score, a short action readout, and a shareable summary you can circulate internally.

Run the diagnostic

Maintenance ownership

Answer each prompt based on the reality of the last 90 days.

1. We have a named stop-the-line owner for this system.

2. Escalation paths are documented across shifts and vendors.

3. We review maintenance metrics weekly (alerts, backlog, handoffs).

4. We rehearsed a rollback or containment drill within 90 days.

5. Operator feedback is captured and acted on within two weeks.

6. Incident retros are translated into updated playbooks.