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Is your organization ready for an AI Production Readiness Review?You don’t need a perfect agent first. You need to know what happens when it is wrong.My recommendation: test failure handling as part of the pilot, not as work to resolve after go-live.Consider a hypothetical AI workflow that updates customer records. In the demo, every update succeeds. In production, a connection drops halfway through a batch.The demo measured accuracy. It didn’t show whether anyone can tell which records changed.Before production, I would test:• Whether every attempted action is logged with its outcome
• Who is alerted when an outcome is uncertain
• How the workflow pauses instead of retrying blindly
• How long it takes a named owner to reconcile and resumeThat may make the pilot feel slower. It makes the production decision defensible.The question isn’t just "Does the agent work?" It’s "Can we recover when it doesn’t?"Which of these four would your team struggle to answer today?#AIArchitecture #ProductionReadiness #ResponsibleAI #RefreshWithRyza
