Harvey AI Corp: Contracting the Future

Research evidence excerpt

Harvey AI Corp: Contracting the Future

J P M O R G A N Private Company Research

28 July 2026

Harvey AI Corp

Contracting the Future

Initiating Coverage Private Company Research

Legal work has long been one of the most text-heavy, precedent-driven, and Aaron Steiker AC

judgment-intensive professional workflows—making it a natural proving ground for (1-212) 270-3679

LLMs. Founded in 2022 by Winston Weinberg (ex-litigation associate) and Gabe aaron.steiker@jpmorgan.com

J.P. Morgan Securities LLC

Pereyra (ex-Google DeepMind and Meta), Harvey has emerged as a leading legal AI

platform, offering a unified workspace including an AI assistant, document review Brenda Duverce

(1-212) 622-5106

and storage system, knowledge layer tied to premium legal databases, and agents brenda.duverce@jpmorgan.com

aimed at streamlining workflows including contract analysis, due diligence, J.P. Morgan Securities LLC

compliance, and litigation. Today, Harvey is used by 200,000+ professionals across Lula Sheena, CFA

2,400+ law firms and in-house teams in 70+ countries, and has raised over $1bn in (44-20) 7742-1452

capital ($11bn valuation, Mar-26). In this note, we outline our initial strategic thesis lula.sheena@jpmorgan.com

on a company “helping the world’s best teams transform the way they work.” J.P. Morgan Markets Limited

• Trust is the name of the game. An early focus on landing top law firms (now

in 75%+ of the Am Law 100) and a high-intensity, rapid innovation culture

(260+ updates in 2025), helped Harvey build credibility and accelerate in-

house adoption. Today, its cloud-based platform pairs an intuitive UI with 500+

ready-to-use agents, premium content integrations (e.g., LexisNexis), and

evaluation tools that help orchestrate complex legal tasks using frontier models