I use AI to reason through how a product should behave before it’s designed. I describe the user’s intent, steps, and possible confusion points, and it helps expose friction early. This conversational prototyping clarifies purpose before any interface exists.
I built our Signals tool with ChatGPT and Claude across many iterations. The end‑to‑end cycle—requirements, prototypes, refactors—proved more persuasive than abstractions. Iteration volume was the surprise: stability came after several full rewrites.
If space allows, include a brief web angle to complement the mobile POC. Avoid duplication; keep to the reasoning that shaped scope.