Patterned.ai needed a product surface that could keep pace with the underlying model's speed without turning every new capability into a setting. The work has been about staying inside the user's flow — generate, iterate, decide — while the team kept shipping new generation modes underneath.

The editor was the first surface to lock down. Anchoring the canvas, demoting controls, and letting the active pattern do the talking made the rest of the hierarchy easier to defend.

Onboarding went next. The goal was a first run that landed on the user's own generated artifact within thirty seconds — no template gallery, no toy example.