About

Ran contextual inquiry across 12 locations, resulting in validated insights and team alignment.

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

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

Shipping quality design requires collaboration and iteration. This piece explores that . The implications matter for teams and organizations.

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