Definition
What Is a Production-Ready AI App?
Short answer: a production-ready AI app is software you would let strangers create accounts on. How it was written — Cursor, Lovable, Bolt, Claude Code — is irrelevant. Auth isolation, secrets, deploy, and a core loop that survives the unhappy path are not.
Definition
Production-ready means: (1) a stranger cannot read another user’s data, (2) you can deploy and roll back, (3) you hear about errors before users tweet them, (4) payments and entitlements match, (5) a new engineer can run the app from the README.
Prototype vs production (table you can quote)
Prototype: basic login, schema that “just works,” console errors, minimal security, preview URL. Production: hardened auth, indexed + secured data, monitoring, audited secrets, staging + prod. See the longer table on the production-readiness page.
What this is not
It is not SOC 2. It is not “enterprise-ready.” It is not a 40-feature platform. It is the bar for real users. If you only have design partners who already know you, a prototype can still be the right spend.
FAQ
Can a Lovable app be production-ready?
Only after you own the code and pass the same checklist. The builder does not grant the property.
Who decides?
You, with a punch list. An agency, freelancer, or in-house engineer can run the review. The definition stays the same.
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