Ai Interface

Background

Process

Discovery

Facilitated 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 35% reduction in support volume.

Ai Interface

Shipping quality design requires collaboration and iteration. Recent work has shown me how . The implications matter for teams and organizations.

Key Takeaway

Whether you're shipping your product, this approach applies.