SHORT ANSWER · FREE ARTIFACT
What is an AI app production readiness checklist?
Treat readiness as five gates: define the normal result, test boundary inputs, rehearse recovery, name the data and review owner, and set a maintenance signal. Keep a manual fallback when a gate has no evidence.
This checklist records a bounded review; it does not certify security, compliance, production safety, or business results.
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THE FIVE CHECKS
What should you check before shipping?
What does a normal-input check verify?
It verifies that a representative input creates the expected artifact.
Why test boundary inputs?
It shows what happens with empty, stale, malformed, or unusually large inputs.
What belongs in a recovery check?
A person should be able to stop, correct, or rerun without losing the original context.
What is the data-owner and trust-boundary check?
Name the source, allowed inputs, permissions, and person who reviews the final result.
Why define a maintenance path?
Decide what changes and who reviews it when a source, model, policy, or dependency changes.
ONLY IF YOU NEED THE REPEATABLE FILES
The kit turns the five gates into a bounded review file, privacy boundary, quality gate, and completion receipt. Self-serve digital content; no implementation or outcome promise.
Review the $5 readiness kit →Review the $19 self-serve system
Only after the free artifact is useful, review the briefs, handoff checks, review gates, recovery notes, and completion receipts for repeating one task. No performance or revenue result is guaranteed.
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