Prototype Sprint: 5 AI Concepts in 10 Days

Rapid prototyping sprint testing five AI-driven workflow concepts with real users.

AI EnablementProblem SolvingRapid Prototyping

Problem

The team had many AI ideas and no fast way to separate promising ones from distractions.

What I built

Five narrowly-scoped prototypes, each testable with real users within two days.

My contribution

Ran the entire sprint solo, from scoping through user testing to the final recommendation.

Process

  1. Scoped five bets

    Narrowed vague ideas into concretely testable prototypes.

  2. Built and tested in parallel

    Ran daily user tests rather than batching feedback at the end.

Outcome

Two of five concepts were greenlit for further investment; three were killed with evidence, saving months of wasted build time.