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AI Product Builder

Turn a user problem into a small AI-assisted product with evidence that it works.

Combine problem framing, prompt design, and practical evaluation. Start with a narrow task and define what a useful result looks like.

Your learning roadmap

Connect each skill to something you can demonstrate.

  1. 1

    Define the user problem

    Describe one person, one task, and one observable outcome. Ask whether a simpler non-AI approach would meet the need.

    User needsScope
    Learn to define a clear goal
  2. 2

    Prototype a workflow

    Create a brief and prompt, then inspect its output with representative cases.

    InputsPrompting
    Build a study-planning workflow
  3. 3

    Evaluate usefulness

    Check the result against explicit requirements, including cases with missing information.

    QualityFailure cases
    Learn to check a response
  4. 4

    Explain your decisions

    Write a case study showing your initial problem, iteration, remaining limitations, and next experiment.

    PortfolioIteration
    Prepare your portfolio deliverables