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AI-APP-DEPLOYMENT5 MIN READ

Build A Launch Readiness Scorecard

Create a concise AI app launch readiness scorecard across operational, security, reliability, cost, and behavior evidence.

The AI onboarding assistant has green CI, a strong demo, and pressure to launch to all new customers. The team lacks a shared view of launch evidence across operations, security, reliability, cost, and AI behavior. Well-Architected readiness: turn each pillar into a proof point before production exposure. The common shortcut is to treat green tests as launch readiness. That misses runtime ownership, rollback, access controls, cost ceilings, and AI-specific behavior evidence. Name the pillars Create five rows: Operations, Security, Reliability, Cost/Performance, and AI Behavior. The scorecard works because it prevents one strong area, like CI, from hiding weak areas like…

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