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Chronicles

The story behind the story

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Harvey, which builds generative AI tools for law firms using OpenAI's tech, raised an $80M Series B co-led by Elad Gil and Kleiner Perkins at a $715M valuation

Isabel Gottlieb / Bloomberg Law :

Bloomberg Law Isabel Gottlieb

Context & Ripple Effects

Harvey's Series B follows its $21M Series A for generative-AI legal tools, which included the OpenAI Startup Fund. The new round brings Kleiner Perkins and Elad Gil in as co-leads while retaining the company’s connection to OpenAI technology.

The financing matters because it places a legal-software application, rather than a model developer, at a $715M valuation—an early test of whether specialized AI products can attract large venture backing.

First-order effects

  • Harvey gains $80M to fund its legal-AI product and commercial expansion, while co-leads Elad Gil and Kleiner Perkins acquire a direct financial stake at the $715M valuation.
  • Law firms evaluating generative-AI tools now face a better-capitalized Harvey backed by investors with the resources to support a longer buildout.

Second-order effects

  • Other legal-AI vendors may face greater pressure to demonstrate differentiated workflows, customer adoption, or similarly strong model-provider relationships when competing for firm budgets and venture capital.
  • The round strengthens the commercial position of applications built on OpenAI’s technology, giving legal buyers another reason to assess AI tools as vendor products rather than experimental pilots.

Third-order effects

  • If specialist products such as Harvey continue raising at this scale, value creation in generative AI may increasingly concentrate in vertical software layers that package general-purpose models into regulated, high-value workflows.
  • That shift would make durable customer trust, workflow integration, and access to capable underlying models more important competitive gates than model access alone.

The trend: Generative AI is moving from broad model availability toward heavily funded, industry-specific software designed to operationalize it in professional workflows.

Discussion

  • @eladgil Elad Gil on x
    Excited to be part of this & for @harvey__ai to augment and accelerate legal & other teams 🔥
  • @everettrandle Everett Randle on x
    Harvey has quickly established itself as the go-to AI partner for the largest & most sophisticated professional services firms in the world, bringing the powers of secure, domain-specific foundation models to knowledge work. We couldn't be more excited to partner with the team...