Ai Interface

Background

Process

Discovery

Ran collaborative workshops with product and engineering, resulting in validated insights and team alignment.

Design & Iteration

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

Impact

$2.3M in incremental ARR. Since shipping, we've measured 18-point NPS lift.

Ai Interface

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

The Thing

Whether you're building a new feature, this approach resonates.