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.

One-time payment · secure Dodo checkout · instant file delivery
03PortaID
field resource
Preview page from the AI Product Sprint Kit showing a seven-day product sprint map and decision gates.
Actual page preview from the download · no mockup, no placeholder cover.

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
Best for

Founders and product teams moving from an AI idea to a working, testable slice.

A page from the thinking

Not a prompt library.

01

Five decisions before five screens: user, job, promise, boundary, proof.

02

Show evidence, uncertainty, draft state, and action preview in the interaction.

03

Evaluate normal, ambiguous, conflicting, missing, sensitive, and failed cases.

Built by Abhishek Goel

Product engineer and founder · An engineer and product builder who has shipped AI-assisted client experience systems, contractor products, enterprise tools, community products, and founder-led growth workflows.