Ai Interface

The Challenge

My Approach

Discovery

Ran collaborative workshops with product and engineering, 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 18-point NPS lift.

Ai Interface

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

Key Takeaway

Whether you're designing your product, this mindset matters.