Harvey AI Exhibits 35% Productiveness Positive factors as Authorized Tech Agency Eyes $11B Valuation

Harvey AI, the legal-focused synthetic intelligence platform reportedly in talks to boost $200 million at an $11 billion valuation, revealed case research displaying mid-sized legislation corporations are reaching measurable productiveness good points of 35% or extra utilizing its software program.

The corporate, which hit $190 million in annual recurring income by the tip of 2025, detailed how 4 boutique corporations and in-house authorized groups are utilizing its GPT-based platform to chop doc evaluation occasions from days to hours whereas dealing with extra instances with out including headcount.

The Numbers Behind the Hype

Masin Tasks, a development and engineering disputes agency, reported a 35% improve in general case capability after deploying Harvey. Preliminary case evaluations that beforehand took 7-10 days now full in minutes or hours, in response to CEO Rohit Singal. The agency estimates roughly 8 hours saved per professional weekly.

Estrella LLC claims even bigger time financial savings—7 to 10+ hours per lawyer per week—which the agency says it reinvests into technique and enterprise growth relatively than decreasing employees. Managing Companion Alberto Estrella famous the agency now delivers proposals “minutes after introductory calls,” permitting it to compete for work it beforehand could not pursue.

Tiang & Companions, which operates throughout a number of jurisdictions and languages, reported greater than 10 hours saved per lawyer weekly, primarily via automated first-draft translations and cross-border doc evaluation.

A $30 Million Check Case

DarrowEverett LLP supplied essentially the most concrete instance of Harvey’s affect on case outcomes. In a household legislation dispute involving over $30 million in property, opposing counsel claimed $8.7 million was non-marital property. After importing 5 years of monetary data into Harvey and querying for commingling proof, the platform produced a source-linked evaluation figuring out $2.2 million in marital property inside minutes.

“When offered with the proof, opposing counsel conceded, securing greater than $4 million in further worth for the shopper,” in response to the case research.

Valuation Context

Harvey’s development trajectory has accelerated quickly. The corporate raised a $160 million Collection F at an $8 billion valuation in December 2025, led by Andreessen Horowitz. Simply two months later, studies emerged of recent fundraising discussions at $11 billion—a 37.5% valuation bounce.

The startup acquired Hexus, an AI instruments firm, in January 2026 to increase its in-house authorized choices. Harvey now serves over 1,000 clients throughout 60+ international locations, together with a majority of AmLaw 100 corporations.

For comparability, the authorized tech market has traditionally been sluggish to undertake new expertise. Harvey’s capability to exhibit concrete ROI metrics—hours saved, instances added, outcomes improved—might clarify why it is commanding valuations sometimes reserved for consumer-facing tech corporations. Whether or not these productiveness good points translate to sustained income development at enterprise scale stays the important thing query for its subsequent spherical of traders.

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