Harvey, the four-year-old legal AI startup, has begun preliminary IPO discussions with law firm Latham & Watkins, according to two people familiar with the matter. The conversations are early-stage, and no imminent listing is planned. But the choreography is unmistakable: the company is staging the pieces. The timing is deliberate. SpaceX completed the largest IPO in history. Anthropic may surpass it with a listing as early as late November. OpenAI could follow in early 2027. If Anthropic's debut lands well, it cracks the public-market window for the next wave — and Harvey wants to be near the front of the line. Harvey's financials are real, if not enormous. The company reported annual recurring revenue exceeding $400 million in September. That's a fraction of Anthropic's reported $65 billion annualized revenue run rate, but it puts Harvey in the neighborhood of Affirm ($509M pre-IPO revenue) and Snowflake ($242M in H1 2020 before listing). The comparison flatters: both those companies went public successfully. The executive bench tells the story of a company building IPO muscle. Steve Zad, who helped cybersecurity firm Rubrik through its 2024 IPO, joined as first Chief Revenue Officer. Katie Burke, who helped scale HubSpot from private company to public entity, was promoted to COO. John LaBarre, former Snowflake deputy general counsel, now serves as General Counsel. These are not startup hires — they are public-company operators. Harvey's market position is strong within its vertical. Over 3,500 clients including 80% of the Am Law 100 and 20% of Fortune 500 companies, with recent additions CVS Health and Lockheed Martin. The legal AI space was considered uninvestable before LLMs — 1.3 million US lawyers seemed too small a market, and lawyers were seen as tech-resistant. That thesis is dead. Competitor Legora raised $550 million last month at an $8.8 billion valuation. The Latham & Watkins connection carries a neat recursion: Harvey's potential IPO counsel is also its customer. Latham signed an enterprise-wide deal to deploy Harvey's software across all its attorneys and is co-developing custom tools. Latham has advised on 186 offerings raising over $101 billion since 2016 — the most active IPO shop by deal count. The real question isn't whether Harvey can go public. It's whether the market will price a vertical AI company — one selling to a specific professional class — anywhere near the horizontal AI platforms. Harvey's $15.5 billion valuation implies roughly 39x ARR. That multiple holds only if investors believe legal AI is a wedge into broader professional services, not a ceiling.
