Reduced Customer Friction


I used data to plan iterative enhancements to a customer workflow used by brand champions.

These changes produced lasting effects that benefited both customers and employees.

Photo of someone preparing to skateboard into the distance.
Image by Fabio.
Photo of a measuring tool.

Quantitative Analysis

I reviewed the errors that occurred over multiple weeks, tracking the cause and frequency of each. Based on these data, I identified the highest priority issues.

I worked with the development team to identify immediate fixes, such as more helpful error messages, and long-term improvements to the integration architecture.

Qualitative Analysis

I collaborated with a UX team to create prototype alternatives to the workflow and tested them with customers.

Based on customer feedback, we revised the design to eliminate unnecessary clicks, clarify form fields, and improve the logical flow.

Photo of someone looking at a scene through a filter.
Images by Narcisse Navarre and SplitShire.

After all enhancements were rolled out, the frequency of errors was reduced by over 50%, the time to resolution was decreased from days to minutes, and there was a 20% reduction in clicks in the workflow.

I followed up with the customers who had participated in the UX testing, and the feedback on our improvements was extremely positive. We met our goal of improving customer satisfaction—and, as an added bonus, we also reduced employee time spent on support.