Harvey Legal AI Raises $500M at $15.5bn Valuation as Revenue Surges Past $350M

Harvey raises at a $15.5bn valuation

While public software stocks take a beating, one private AI company keeps getting dearer. Harvey, which builds AI for lawyers, is raising money at $15.5bn, up 40% in five months. The legal-AI startup is in talks to raise at least $500m at a $15.5bn valuation, including the new money, The Information reported. That is a 40% jump on the $11bn it set only five months ago, when it raised $200m. Lightspeed Venture Partners is keen to lead the round. The raise follows a revenue surge. Harvey, founded four years ago, now makes more than $350m in annualised revenue, up over 80% from $190m in January. At $15.5bn, that values the company at roughly 44 times its current revenue run rate. It is a price that assumes the growth keeps coming. Vertical AI is having a moment Harvey is the poster child for vertical AI, software built for one profession rather than everyone. The bet is that a tool trained on contracts, filings and case law beats a general chatbot for legal work. Its numbers suggest lawyers agree, and rivals such as Legora are chasing the same market. The momentum runs past the funding line. In recent weeks Harvey took strategic investment from Goldman Sachs and JPMorgan, deepened a partnership with Microsoft, and won firmwide deployments at big law firms. It is trying to become plumbing, not a plug-in. The bull case, and the risk The timing is striking. Investors are fleeing public software in what the market calls the SaaSpocalypse, the fear AI will hollow out subscription firms. Yet they keep pouring record sums into private AI. Harvey is the counter-example. The legal incumbents feel the shift too, with Thomson Reuters cutting engineers as it rebuilds around AI. The real risk sits one layer down. Harvey rents its intelligence from model makers like OpenAI and Anthropic, the same firms whose tools could one day do the job directly. App builders such as Cursor have already felt the squeeze when a model owner changed terms. A 44-times multiple leaves little room if that pressure lands. For now, the money is voting yes. A four-year-old company is worth more than most listed software firms, on the strength of a product lawyers did not know they wanted two years ago. Whether $15.5bn proves a bargain or a peak is the bet its next backers must place.

Legal AI startup Harvey reportedly raising $500M at $15.5B valuation

Harvey AI Corp., a provider of artificial intelligence software for attorneys, is reportedly seeking at least $500 million in new funding. The Information today cited sources as saying that the round could value the startup at $15.5 billion. That's a $4.5 billion increase over what Harvey was worth in March, when it closed its previous $200 million raise. The valuation jump appears to be tied to the company's revenue growth. According to The Information, Harvey recently passes the $350 million annualized revenue mark. That number reportedly stood at $190 million in January. The report didn't name the potential participants in the investment, but late-stage rounds almost always include contributions from returning backers. Harvey's March round was backed by Sequoia, Coatue and other high-profile venture capital firms. Harvey offers an AI platform that attorneys can use to automate repetitive parts of their work. A built-in search tool helps legal teams find regulations and precedents relevant to a case. After an attorney collects all the records necessary for a project, an AI drafting tool can turn the data into documents such as contracts. Shortly before its last funding round, Harvey added an AI agent development tool to its platform. In May, it released a new version of the tool with a significantly expanded feature set. It tool can split a complex project into smaller tasks and carry them out in parallel using subagents to speed up processing. If the underlying AI struggles to complete a processing step, it can request input from a human. Harvey displays a step-by-step explanation of how its agents plan to process a prompt before carrying out the work. That enables users to fix potential issues early and thereby reduce the need for revisions later on. If the information that a legal team stores in Harvey is insufficient for an automation project, users can give their AI agents access to external tools. The company provides its core automation features alongside a dashboard called the Command Center. It displays metrics about how a company's legal teams interact with AI agents. According to Harvey, executives can use the information to refine their AI training programs. It's possible the company is raising new capital to finance its AI model development efforts. Currently, Harvey relies on third-party models from the likes of Anthropic PBC and OpenAI Group PBC to power its platform. In June, the software maker announced plans to develop a custom foundation model series optimized for legal tasks. Custom models often cost less than proprietary cloud-based algorithms. As a result, Harvey's AI development push could shorten its path to profitability. The initiative could also make it easier for the company to compete with the AI providers that currently power its platform. OpenAI is reportedly developing ChatGPT tools for legal teams, while Anthropic PBC already ships such capabilities with Claude. Photo of Harvey founders: Harvey