SHORT ANSWER · FREE ARTIFACT
How do I test an AI app before shipping?
Run a normal-input check, a boundary-input check, a recovery check, a data-owner check, and a maintenance check before treating a demo as a release.
A checklist creates a review receipt; it does not certify production safety, accuracy, or business results.
Open the free pre-ship test checklist →USE THE FREE PIECE FIRST
Check the smallest useful result before paying.
Start in the browser without signup, upload, or contact. Use a non-sensitive example first and review consequential work yourself.
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 exact kit adds five release checks, a handoff, privacy boundary, quality gate, and completion receipt. Self-serve digital content; no implementation or outcome promise.
Review the $5 pre-shipping test 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.
Review the $19 system →