Milk Stork · B2B SaaS · Benefits reporting

Turning raw data into decisions HR can act on.

Employer clients needed clear visibility into how their benefit was being used. I designed a reporting dashboard that brings shipment, enrollment and spend data together in one place, so HR teams can see how the benefit is used and what it’s worth.

My role

Lead product designer: research, design and testing

Team

Head of Product, 3 engineers, Customer Success Manager, Head of Growth

Users

HR and benefits admins at employer clients

Timeline

2024-2025

30+

employers using the dashboard

35%

fewer manual reporting requests to support

20%

increase in program use

1,000+

shipments tracked each month

01 — Problem

HR teams needed a reliable way to measure the value of their benefit.

Shipment, enrollment and spend data lived in separate systems and was shared as raw CSV exports. Answering a client’s question often required a support request, and HR leaders lacked a clear summary to share with leadership at renewal.

“Is the benefit actually improving retention? I have no idea.”

HR director

“I need to justify this cost to my CFO. What data can you give me?”

Benefits manager

“How many of our employees are actually using this?”

HR manager


02 — Approach

One dashboard, built around the four questions HR actually asks.

Instead of showing every data point, I organized the dashboard around the questions HR teams asked most often in support requests and interviews.

  1. Key numbers: How many employees, orders and dollars?

  2. Who uses it: Which employees and which benefits?

  3. Trends & comparisons: Is it growing, and how do we compare?

  4. Satisfaction & support: Are employees happy with it?


03 — Key decisions

Every decision aimed to make the data easy for HR teams to understand.

Decision 1

Show the most important numbers first

Most HR managers only need a few key numbers. Those stay visible at the top, and more detailed sections open when needed, so common questions are answered at a glance.

Decision 2

HR leaders often share numbers in their own presentations. The download button sits next to the date range at the top, so getting the data takes one click.

Easy data download

Decision 3

Bar charts for monthly totals, line charts for trends over time, and the same colors throughout so each category is easy to recognize.

The right chart for each question

Decision 4

New accounts start without data. Each section explains what will appear and when, so the experience feels complete from the first login.

Helpful screens for new accounts

04 — Impact

The dashboard shipped to 30+ employer organizations. Manual reporting requests to support dropped 35%, and program use grew 20% among clients using the dashboard.

Clearer answers for clients and fewer support requests.

WHAT I LEARNED

The best data visualization isn’t the most impressive one, it’s the one that makes the right decision obvious.

DEEP DIVE

Full process documentation

Process documentation

Research, early design ideas, special cases and developer specs are documented in Figma and available for review on request.

Research · Early ideas · Special cases · Developer specs