Researching an Assistance Program's Applicants
The problem
A utility's assistance program helps low-income households manage their energy bills, but the team responsible for the digital experience around that program had little direct research into how customers actually experienced applying for and tracking assistance. Much of the roadmap thinking was happening without firsthand input from the people the program was meant to serve.
What I did
As part of a small, focused research team, I helped make the case for doing direct research with this customer segment in the first place, since qualitative research with a vulnerable, lower-tech-comfort audience wasn't the default approach the broader team reached for. I helped develop the interview approach, conducted qualitative interviews with both applicants and program administrators, and worked with the team to analyze what we heard. Part of the work was defending a slower, more deliberate research process against a delivery cadence that wasn't built for it.
What we found and what it led to
The clearest finding across both customer and administrator interviews was a lack of visibility into application status. Applicants had no reliable way to know where their application stood, which led directly to a pattern of phone calls and in-person visits to check in, adding friction for people already navigating a stressful financial situation.
That finding directly shaped a new feature: a status tracker that surfaces a customer's application status inside their existing account dashboard. The hypothesis was straightforward: giving customers direct visibility into their own status would reduce the need to call in or visit in person, and create a calmer, more transparent experience during an already difficult time.
What this shows
The ability to advocate for research as a practice, not just execute it when asked. Direct experience conducting sensitive interviews with a vulnerable audience with care. A clear line from a specific research finding to a shipped product decision.
Some details here are intentionally general. Client names, specific numbers, and internal processes are withheld to respect confidentiality agreements.