Private Markets, Angel and Secondary Investing, Sacra

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Private Markets, Angel and Secondary Investing

Bringing transparency to private markets so investors, founders, and employees can build on conviction. Sacra delivers deeply researched insights on the private companies shaping tomorrow's markets. By surfacing the data, context, and operator perspective that are missing from private markets today, we help secondary buyers and sellers price equity accurately and unlock liquidity for the people building these businesses.

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<ul><li>While adoption of tools like Harvey in law is shifting from episodic use to daily workflow integration for transactional work, litigation use cases still lag behind.</li><li>Sacra estimates <a href="https://sacra.com/c/harvey/" target="_blank" rel="noopener noreferrer">Harvey </a> hit <a href="https://sacra.com/research/harvey-revenue-growth-valuation/" target="_blank" rel="noopener noreferrer">$150M in annual recurring revenue (ARR) in November 2025, up ~3.3x from $50M at the end of 2024</a>.</li><li>For transactional work, AI adoption is shifting from <a href="https://sacra.com/research/glean-for-law/" target="_blank" rel="noopener noreferrer">episodic use to daily workflow integration</a>.</li></ul>

While adoption of tools like Harvey in law is shifting from episodic use to daily workflow integration for transactional work, litigation use cases still lag behind.Sacra estimates Harvey  hit $150M in annual recurring revenue (ARR) in November 2025, up ~3.3x from $50M at the end of 2024.For transactional work, AI adoption is shifting from episodic use to daily workflow integration.

<ul><li>As frontier models commoditize legal reasoning and undermine Harvey's vertical AI thesis, legal tech is fragmenting into workflow-specific wedges—contract drafting &amp; review.</li><li>Risk averse and structurally disincentivized from adopting productivity SaaS given the billable hour business model, lawyers have lagged in the adoption of software with the exception of Thomson Reuters's Westlaw ($2.9B revenue) and RELX's LexisNexis ($1.9B revenue).</li><li>With the vertical model thesis in retreat, legal AI is fragmenting based on customer focus and workflow-specific wedges—</li></ul>

As frontier models commoditize legal reasoning and undermine Harvey's vertical AI thesis, legal tech is fragmenting into workflow-specific wedges—contract drafting &amp; review.Risk averse and structurally disincentivized from adopting productivity SaaS given the billable hour business model, lawyers have lagged in the adoption of software with the exception of Thomson Reuters's Westlaw ($2.9B revenue) and RELX's LexisNexis ($1.9B revenue).With the vertical model thesis in retreat, legal AI is fragmenting based on customer focus and workflow-specific wedges—

<ul><li>DeepJudge raised a $41.2 million Series A in November 2025 led by Felicis, valuing the company at approximately $300 million pre-money.</li><li>The platform&#39;s value proposition centers on dramatically reducing the time lawyers spend searching for precedents and institutional knowledge.</li><li>Thomson Reuters, LexisNexis, and other legal technology incumbents are rapidly integrating AI capabilities into their existing platforms.</li></ul>

DeepJudge raised a $41.2 million Series A in November 2025 led by Felicis, valuing the company at approximately $300 million pre-money.The platform&#39;s value proposition centers on dramatically reducing the time lawyers spend searching for precedents and institutional knowledge.Thomson Reuters, LexisNexis, and other legal technology incumbents are rapidly integrating AI capabilities into their existing platforms.

<ul><li>Cohere shifted focus to training & deploying LLMs in private cloud or on-prem for customers in regulated industries (financial services, healthcare, government, defense).</li><li>Cohere hit $150M in annual recurring revenue (ARR) in October 2025, up from $100M in May 2025 and $22M in March 2024, valued at $7B as of September 2025 for a 46.7x revenue multiple.</li><li>CEO Aidan Gomez says the company expects to go public "soon", with Cohere "on a clear path to profitability" & expecting to turn a profit before 2029.</li></ul>

Cohere shifted focus to training & deploying LLMs in private cloud or on-prem for customers in regulated industries (financial services, healthcare, government, defense).Cohere hit $150M in annual recurring revenue (ARR) in October 2025, up from $100M in May 2025 and $22M in March 2024, valued at $7B as of September 2025 for a 46.7x revenue multiple.CEO Aidan Gomez says the company expects to go public "soon", with Cohere "on a clear path to profitability" & expecting to turn a profit before 2029.

<ul><li>Browser automation enables AI agents to programmatically and robustly interact with legacy systems by using websites like a human to use apps and enter data, with MCP enabling AI voice agents &amp; chatbots to chain browser automation together into end-to-end workflows that can replace humans.</li><li>First as developer infrastructure for browser use from companies like Browserbase ($67.5M raised, CRV &amp; Kleiner Perkins), browser automation has expanded to non-technical operations teams via products like Asteroid (YC W25), with the opportunity to eat $2B+ of yearly spend on incumbent automation companies like UiPath (NYSE: PATH, $9B market cap) in enterprise.</li><li>Asteroid is a platform where teams can build and run AI browser agents. These AI browser agents can automate complex browser workflows people still do by hand in web portals such as form filling, data entry, and scheduling.</li></ul>

Browser automation enables AI agents to programmatically and robustly interact with legacy systems by using websites like a human to use apps and enter data, with MCP enabling AI voice agents &amp; chatbots to chain browser automation together into end-to-end workflows that can replace humans.First as developer infrastructure for browser use from companies like Browserbase ($67.5M raised, CRV &amp; Kleiner Perkins), browser automation has expanded to non-technical operations teams via products like Asteroid (YC W25), with the opportunity to eat $2B+ of yearly spend on incumbent automation companies like UiPath (NYSE: PATH, $9B market cap) in enterprise.Asteroid is a platform where teams can build and run AI browser agents. These AI browser agents can automate complex browser workflows people still do by hand in web portals such as form filling, data entry, and scheduling.

David Mlcoch, co-founder & CEO Of Asteroid, On Browser Automation And The Last Mile Problem Of AI

United States

AI-powered tool for querying and analyzing unstructured documents like filings and PDFs

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Hebbia (HEBBIA US)

Harvey At $150M ARR

TL;DR: While adoption of tools like Harvey in law is shifting from episodic use to daily workflow integration for transactional work, litigation...

Sacra

Glean For Law

TL;DR: As frontier models commoditize legal reasoning and undermine Harvey's vertical AI thesis, legal tech is fragmenting into workflow-specific...

Sacra

Primer: DeepJudge - 11 Nov 2025

Tool for legal teams to search internal documents and automate knowledge-based workflows

Sacra

Cohere At $150M ARR

TL;DR: Starting as a LLM competitor to OpenAI & Anthropic, Cohere has shifted gears to compete with enterprise AI companies like Glean and Writer....

Sacra

David Mlcoch, co-founder & CEO Of Asteroid, On Browser Automation And The Last Mile Problem Of AI

Can you tell us what Asteroid is and what inspired you to start the company...

Sacra

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