Data Viz

The Challenge

Process

Discovery

Ran analysis of 50K usage sessions, resulting in validated insights and team alignment.

Exploration

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

Impact

$2.3M in incremental ARR. Since shipping, we've measured 2.1x improvement in engagement.

Data Viz

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

Conclusion

Whether you're designing a new feature, this principle matters.