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AI-APP-DEPLOYMENT5 MIN READ

Walk The AI Launch Go/No-Go

Make an AI app launch decision by checking operational readiness, reliability, and rollback evidence.

Launch room The AI onboarding assistant is code-complete. Support has no runbook, rollback is manual, and the model route can only be changed by one engineer. The risky question is not whether the demo works. It is whether the system can be operated when production behaves differently. Well-Architected launch lens Operate -> Recover -> Observe -> Scope Use operational excellence and reliability as launch gates. If a gate is weak, reduce blast radius or delay until the weakness is corrected. Ship it Works only when recovery is already proven. A launch decision becomes a controlled operating decision. If you cannot…

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