The Income Verification Beast

How I helped simplify a bureaucratic headache and kept thousands of people enrolled, without making anyone upload a single pay stub.

Role

Lead UX Designer

Timeline

4 Months

Platform

Responsive Web App

🧠 The Mess We Were Untangling

Every year, people applying for health coverage get flagged if their reported income doesn’t match what the federal system expects. When that happens, a scary-sounding email is sent telling them they need to prove their income, usually by uploading documents.

The problem?

  • Uploading income documents is a pain and it causes delays in coverage.

  • Most people don’t understand why they’re being asked.

  • And behind the scenes? Our team had to manually verify every upload. It was slow, expensive, and soul-crushing.

It wasn’t working for anyone — users, brokers, or the business.

The UX team was asked to create a new workflow that would allow users to self-attest to their income—cutting paperwork and reducing call volume, while still meeting strict compliance requirements. What followed was one of the most complex, collaborative, and policy-entangled projects I’ve ever worked on.

💡 Our Big Idea

Let users self-attest to their projected income — no documents needed — and close out the issue right there in the application.

Simple in concept. Complex in practice. But the potential payoff? Huge.

✨ What We Built

We designed a new flow where eligible users could attest to their income directly in the app.

A key feature of this flow included a new dashboard for brokers, giving them visibility into which clients had pending verifications, allowing for faster, more proactive help.

🧩 Our Challenges

This wasn’t just a design challenge — it was a language, trust, and bureaucracy challenge.

  • Legal had strict rules about what we could say.

  • The flow had to be flexible enough for many edge cases.

  • Most users were confused and a little scared — we had to make the interaction feel safe, fast, and honest.

Also, the project started without a clear brief. It took time (and a lot of whiteboarding) just to define what success would look like.

👩‍💻 My Role

As Lead UX Designer, I helped guide this project from ambiguity to execution. My focus was on:

  • Leading the design and research efforts across multiple iterations — from early concepts to live A/B tests.

  • Working with product leaders to define scope, constraints, and real-world success metrics.

  • Partnering with legal and compliance to build flows that passed scrutiny while staying user-friendly.

  • Gathering insights from brokers, customer support teams, and real users to deeply understand the problem space and pain points.

I served as the connector between cross-functional teams, and made sure that what we designed met user needs, legal standards, and business goals — with the least possible friction.

📈 The Results

  • 83% of applicants with income flags resolved the issue through self-attestation — no documents uploaded.

  • Despite a 19% increase in enrollment, service center calls dropped 18%.

  • We saw a 42% decrease in production bugs during Open Enrollment.

The user experience got smoother. The business saved time and money. Support staff were less overwhelmed. Win-win-win.

👩‍🎓 What I Learned

  • Business + UX alignment is everything. The clearer the business objective, the faster and more effectively we can design toward it. When that clarity was missing early on, progress stalled.

  • Legal and policy aren't roadblocks — they’re collaborators. Once we brought them in as true partners, we found creative ways to move fast and stay compliant.

  • A strong process matters. Keeping feedback organized, stakeholders aligned, and decisions documented made it possible to steer a large, messy project to a clean launch.

🧰 Skills This Project Showcases

✅ Designing under regulatory constraints
✅ Speaking the language of product, policy, and legal
✅ Synthesizing user needs into clear, actionable experiences
✅ Organizing chaos with structure, clarity, and purpose

📎Artifacts

Want to see how I wrangled other messy systems?

Want to see how I wrangled other messy systems?

Libby Lippoth

Product Designer

Designing with heart, logic, and a really good to-do list.

Libby Lippoth

Product Designer

Designing with heart, logic, and a really good to-do list.

Libby Lippoth

Product Designer

Designing with heart, logic, and a really good to-do list.