Eve

Eve is a San Francisco-based legal AI company whose platform is purpose-built for plaintiff-side law firms. Its product spans the case lifecycle from intake through resolution: 24/7 phone and email intake with lead scoring and live contract signing, medical chronologies and record review, legal research with citations, drafting of demand letters, complaints and good-faith letters, propounding and responding to discovery, deposition summarization, and cross-examination preparation. The company markets the offering as EveOS, described as an AI operating system for plaintiff law that consolidates case, attorney and financial data in one place.

EveOS is organized around named components: Analyst (natural-language questions and dashboards about firm revenue, margins and settlement pacing), Intake (24/7 call and email handling in 28 languages, transcription, scoring and CRM sync), Auditor (nightly review of active matters to surface injuries, treatment gaps and next actions), Agents (drafting demands, discovery and motions, chasing records, routine calls), and Atlas (a data layer that structures records, bills and calls without manual data entry). The platform is positioned to work alongside an existing case management system or to stand alone. Targeted practice areas include personal injury, labor and employment, medical malpractice, Social Security and disability, and workers' compensation.

The corporate entity behind the product is identified in website copyright notices as Butler Labs, Inc. Publicly cited traction includes more than 450 firm customers at the time of the September 2025 Series B and 1,200+ firms cited on the company website, more than 200,000 cases processed annually, and over $3.5 billion in settlements and judgments recovered by customer firms.

Founding story

Eve was founded by Jay Madheswaran (Founder & CEO), Matt Noe (Co-Founder and Chief Product Officer) and David Zeng (Co-Founder and Chief Architect). Madheswaran has more than 15 years in AI and machine learning at companies including Facebook and Rubrik and was previously with Lightspeed Venture Partners; Noe was a founding engineer at Rubrik; Zeng has over 10 years of experience in AI and machine learning. The stated motivation was that plaintiff firms face heavy workloads, case backlogs and well-resourced defense teams.

Business model

Eve sells software to plaintiff law firms, engaging prospects through a "Schedule a call" sales motion and supporting deployments with a client transformation team that tailors the platform to a firm's processes. Specific pricing terms are not disclosed in the sources; the site references a Master Service Agreement and Service Level Agreement.

Not stated in the sources beyond the sale of its AI platform to law firm customers; the company frames its value in terms of increased case capacity, higher settlement values and reduced time on desk for customer firms.

Traction

Eve reported more than 450 firm customers as of September 2025, having added over 350 firms in the eight months following its January 2025 Series A; its website later cites 1,200+ firms and a company press release announced surpassing 1,000 plaintiff law firm customers. The platform processes over 200,000 cases annually, and customer firms have collectively recovered more than $3.5 billion in settlements and judgments, including a $27 million settlement by Hershey Law and a $15 million case by Geiger Legal Group. The company reports a 4.9/5 G2 rating and claims some customers more than doubled case capacity within a year.

Latest developments

Following the Series B, Eve introduced EveOS along with Research, Comms Agent and Intake Signing features, and marketed Eve 2.0 as a "proactive AI workforce" built around Agents and Auditor. The company announced it had surpassed 1,000 plaintiff law firm customers and powered more than 200,000 cases, its website cites 1,200+ firms, and it launched the inaugural Torties Awards for personal injury advertising.