Five decisions before five screens: user, job, promise, boundary, proof.
Resource 03 / instant download
AI Product Sprint Kit
Turn an ambiguous product idea into a reviewable AI surface in seven focused days.
A concise product brief, interaction patterns, evaluation fixture set, decision log, and launch checklist for shipping the smallest useful AI experience.
field resource

Inside the bundle
Useful on the first read.
- ↘Sprint kit PDF
A focused seven-day path from product brief to launch decision.
ai-product-sprint-kit.pdf - ↘Product brief template
A Markdown template for the user, promise, scope, evaluation, and pilot plan.
product-sprint-brief.md - ↘Evaluation cases
Starter fixtures for expected results, safe failures, and observed labels.
product-sprint-eval-cases.csv - ↘AI product TypeScript starter
Feature contract, evaluation case, and decision-log types for a thin vertical slice.
portaid-ai-product-sprint-starter.zip
What changes after
Leave with a next move.
- Make the smallest product promise true
- Design for uncertainty instead of hiding it
- Test real moments before polishing the interface
Founders and product teams moving from an AI idea to a working, testable slice.
A page from the thinking
Not a prompt library.
Show evidence, uncertainty, draft state, and action preview in the interaction.
Evaluate normal, ambiguous, conflicting, missing, sensitive, and failed cases.