Eve Surpasses 1,000 Plaintiff Law Firm Customers

We crossed a milestone this month. More than 1,000 plaintiff law firms now run their caseloads on Eve, with over 200,000 active cases on the platform.

If you're a plaintiff attorney, here's what those numbers actually mean. The shift from "some firms are trying AI" to "this is how firms operate" has happened. And it happened fast.

Two years ago, most plaintiff firms were still evaluating whether AI had a place in their practice. Today, firms of every size, from high-volume personal injury shops to complex litigation teams, are building their workflows around it. Not as a side tool. As the way they run cases.

Why this milestone matters

For plaintiff firms, the bottleneck has never been demand. It's execution.

"Plaintiff firms don't hit a ceiling because they lack cases. They hit a ceiling because execution is hard to scale," said Jay Madheswaran, CEO and co-founder of Eve. "That's not the case anymore. With over 1,000 firms on the platform, we're seeing a clear shift, from manual workflows to systems that let them take on more work and move cases forward without adding overhead."

The pattern is consistent across Eve. Firms handle more cases per attorney. Cases move faster. Settlement values go up. And firms grow without burning out their teams.

What firms are doing with Eve

The firms on Eve aren't running experiments. They're running caseloads.

Mike Morse Law Firm increased attorney capacity by 2 to 3x. Earley Law Group cut case resolution time by 15 percent. As founder Chris Earley put it, the gap between intake and disbursement is getting narrower, and it keeps getting faster. Smith Clinesmith LLP reduced complaint drafting time by 80 percent.

Those results come from Eve working across the full lifecycle of a case. Agents move matters forward automatically, summarizing records, drafting documents, and preparing next steps. Auditor reviews every case for missed value, gaps, and risk. Intake captures and qualifies leads around the clock. Every action flows through attorney review. Nothing runs unsupervised.

What comes next

One thousand firms is a milestone. But the number that matters more is what happens inside those firms every day: cases moving faster, attorneys focused on litigation instead of administration, and clients getting better outcomes.

That's the shift. And it's still early.

See what it looks like at your firm. Schedule a call with our team.