Data Viz

The Challenge

Process

Research

Facilitated ethnographic research in the field, resulting in validated insights and team alignment.

Exploration

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

Outcomes

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

Data Viz

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

Conclusion

Whether you're designing your product, this principle matters.