Scorecard
Free AI App Launch-Risk Scorecard
Answer a few questions to see whether your AI-built app is ready to launch, needs hardening, or has blockers that should be fixed first.
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Beta audit spots available
Want a senior engineer to review the real launch path?
If the scorecard surfaces unknowns, start with a Launch Readiness Audit before adding more AI-generated code cleanup work.
No passwords, API keys, production credentials, private customer data, or sensitive data through forms. Audit fee credited toward hardening sprint when the sprint is scoped from the audit.