Ship and operate an AI tool
Build a production launch gate
Require evidence for ownership, quality, security, recovery, privacy, and user clarity.
A launch gate is a list of claims backed by current evidence. It names the approver, failed condition, remediation owner, and release decision instead of treating deployment as approval.
Learning outcomes
What you should be able to show.
- 01Create evidence-backed launch criteria
- 02Separate deployment readiness from product approval
- 03Record explicit go, limited go, or no-go decisions
Studio practice
Make the lesson visible.
- 01
Write the claims
State what must be true for function, access, data, review, recovery, disclosure, accessibility, and ownership.
- 02
Attach the evidence
Link a test result, configuration record, rehearsal, approval, or policy for every claim. A blank link is a failed gate.
- 03
Bound the release
Record users, data classes, volume, duration, monitoring, stop authority, and rollback for a limited launch.
Evidence to keep
Your lesson record.
- Launch claims
- Evidence links
- Signed release boundary
REFLECTWhich gate would still pass if the underlying configuration changed tomorrow?