EvenUp

Based in San Francisco, California, EvenUp develops an AI-powered claims intelligence platform that assists personal injury law firms with case analysis, demand letter generation, and settlement optimization. Utilizing proprietary models like Piai, the software-as-a-service company processes medical records and legal documents to generate over 1,600 demands and medical chronologies weekly. The platform currently serves a customer base of over 2,000 law firms, evaluating approximately 10,000 cases per week and identifying $436 million in value from missing documents. In October 2025, the enterprise reached a valuation exceeding $2 billion following a $150 million Series E funding round led by Bessemer Venture Partners. The company has also secured significant financial backing from other prominent institutional investors, including Bain Capital, Lightspeed, and B Capital. EvenUp was founded in 2019 by Rami Karabibar, Saam Mashhad, and Raymond Mieszaniec.

# High-Level Overview

EvenUp is a legal technology company that uses AI to democratize access to sophisticated tools in personal injury law.[1] Founded in 2019, the company has built a Claims Intelligence Platform™ that automates critical workflows across the entire case lifecycle—from intake through settlement—enabling personal injury lawyers to work faster, more strategically, and with greater transparency.[2][3]

The company serves a clear mission: to close the justice gap by empowering personal injury lawyers and their clients to achieve fairer outcomes.[2] Rather than building generic legal software, EvenUp focuses narrowly on personal injury law, where it has achieved significant scale. The platform now supports over 2,000 law firms—including 20% of the Top 100 U.S. personal injury firms—and processes over 10,000 cases weekly, helping secure over $10 billion in settlements for victims.[3] As a venture-backed SaaS startup, EvenUp has raised more than $235 million in funding and is valued at over $1 billion.[1]

# Origin Story

EvenUp's founding team brought together deep expertise from both technology and law. CEO Rami Karabibar drew insights from his experience at Waymo, where he witnessed the inefficiencies of managing injury claims at scale. COO Raymond Mieszaniec was motivated by a life-changing accident in his own family, while CPO Saam Mashhad, a practicing attorney, understood firsthand how much value is lost without the right tools.[3] The team collectively brings over 100 years of combined experience in personal injury law, complemented by leaders from major tech companies including Google, Amazon, Uber, and Waymo.[2]

The company's product evolution reflects methodical customer-driven development. EvenUp began by solving a critical pain point: the labor-intensive drafting of demand letters that accurately reflect case value. This early focus on document creation—work that once consumed hours of attorney and paralegal time—earned the trust of law firms and provided invaluable insight into how legal work actually gets done.[3] From this foundation, the company expanded into a comprehensive platform supporting the entire case lifecycle.

# Core Differentiators

• Proprietary dataset at scale: EvenUp's platform is trained on hundreds of thousands of injury cases and millions of medical visits, embedding collective wisdom into every attorney's workflow.[3][4]

• Specialized, not generalized: Unlike broad legal AI tools, EvenUp focuses exclusively on personal injury law, allowing for deeper domain expertise and more targeted solutions.[5]

• Proactive AI across the full case lifecycle: The platform moves beyond document drafting to include intake analysis, case strategy optimization, smart workflows with data-driven recommendations, and executive analytics.[3][5]

• Measurable business impact: Firms adopting EvenUp have tripled drafting output, cut average settlement timelines by a month without adding headcount, and achieved a 69% higher likelihood of hitting policy limits.[4][5]

• Enterprise-grade compliance: The platform is SOC2 and HIPAA certified, meeting the security and privacy requirements of law firms handling sensitive client data.[5]

# Role in the Broader Tech Landscape

EvenUp exemplifies how targeted AI can address structural inefficiencies in traditionally underserved professional services. The personal injury law market has long suffered from opacity—case valuations are inconsistent, settlement timelines are unpredictable, and access to sophisticated analytical tools is concentrated among large firms with resources to build custom solutions.[3]

The timing is critical. The rise of large language models and generative AI has made it economically viable to automate knowledge work that was previously too complex or variable to systematize. EvenUp's success demonstrates that AI's greatest impact may come not from replacing professionals, but from augmenting their decision-making and freeing them from routine tasks.[4] By shifting attorney time from compiling evidence to shaping strategy, the platform enables better outcomes for injury victims while improving firm economics.

More broadly, EvenUp is part of a wave of legal tech companies addressing the "justice gap"—the reality that sophisticated legal tools and strategies are accessible primarily to wealthy individuals and large corporations. By democratizing access to AI-driven case analysis and strategy, EvenUp is working to level the playing field for injury victims who might otherwise lack resources for aggressive representation.[3]

# Quick Take & Future Outlook

EvenUp has moved beyond the startup phase into a mature, scaled business serving a significant portion of the U.S. personal injury market. The company's trajectory suggests several likely developments: continued expansion of its Claims Intelligence Platform into adjacent workflows, deeper integration with law firm management systems, and potential expansion into adjacent practice areas where similar inefficiencies exist.

The broader trend working in EvenUp's favor is the professionalization and consolidation of personal injury law. As firms grow and compete on efficiency and outcomes rather than just relationships, demand for tools that provide competitive advantage will only increase. EvenUp's combination of proprietary data, specialized AI, and deep domain expertise creates a defensible moat that becomes stronger as more firms adopt the platform and contribute data to its training.

The company's mission—to close the justice gap—resonates with a fundamental societal need. If EvenUp continues to deliver measurable improvements in settlement outcomes and timelines, it has the potential to influence not just how personal injury law is practiced, but how the legal system itself values and compensates injury victims.