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

25% increase in daily active users. Since shipping, we've measured 35% reduction in support volume.

Data Viz

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

Conclusion

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