Data Viz

The Challenge

My Approach

Research

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

Exploration

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

Outcomes

40% improvement in task completion. Since shipping, we've measured 18-point NPS lift.

Data Viz

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

The Thing

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