Template / Product launch
AI Product Launch Kit
Turn an AI-assisted prototype into a product with clear scope, a sane architecture, real testing, a controlled deployment and code you own.
The system
Six stages from prototype to launch
Define the product
One user, one job, one measurable outcome. Everything else goes on a later list.
Plan the architecture
Decide data, auth and integrations up front so the build does not need rewriting.
Build in milestones
Sequenced prompts with acceptance criteria you can check after each pass.
Test the real path
Core journey, failure states, mobile behaviour and accessibility checks.
Export and harden
Repository, secrets, environments and a review of anything touching user data.
Launch and learn
Domain, metadata, analytics, feedback capture and a plan for the first fixes.
What you keep
Artefacts, not inspiration
- A one-page product scope with acceptance criteria.
- An architecture sheet covering data, auth and integrations.
- A milestone prompt sequence you can reuse on the next build.
- A QA pass covering mobile, failure states and accessibility.
- An export and deployment checklist ending on your own domain.
Honest scope
What it does not do
It will not find customers, guarantee revenue or remove the need to make product decisions. It removes the fragile middle between a generated prototype and a launch you can stand behind.