Ai Interface

Background

Process

Research

Facilitated 1:1 interviews with power users, resulting in validated insights and team alignment.

Exploration

Starting with wireframes, I refined through critique cycles and stakeholder review.

Impact

25% increase in daily active users. Since shipping, we've measured 300% faster task completion.

Ai Interface

Shipping quality design requires collaboration and iteration. I've learned that . The implications matter for teams and organizations.

The Thing

Whether you're designing a new feature, this principle matters.