Not a buzzword. A workflow.
Here's exactly where AI fits into how I take a product from idea to shipped — and what it changes for the business, not just for me.
Discover
Frame the real problem before touching a tool — talk to users, map the workflow, find where time and money leak.
Business outcome — Fewer wasted cycles building the wrong thing.
Prototype with AI
Use AI to generate and compare many directions in parallel — interaction patterns, copy, even working code — instead of hand-crafting one option at a time.
Business outcome — 10x more directions explored in the same time a single hand-drawn concept would take.
Validate
Put real, working prototypes in front of users early, because AI-assisted prototypes are functional, not just static mockups.
Business outcome — Feedback on real behavior, not guesses on a static screen.
Ship
Carry the validated prototype straight into production code — the design and engineering fluency means nothing gets lost in translation.
Business outcome — 0-to-1 in weeks, not quarters.
See it in motion
A simplified walkthrough of how one idea moves through the process above.
"I need a way for users to compare pricing plans."
Idea