Darrow

Darrow

by Darrow Inc
Mobile Application: iOS
3.0
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Pros & Cons

Pros

  • Proactive Case Sourcing: Scans the web and regulatory data to surface class action and mass tort opportunities before they are widely known.
  • Portfolio-Style Litigation Management: A May 2026 platform lets plaintiffs' firms discover, vet, value, and track cases like an investment portfolio.
  • Proven Traction: Roughly 80 law firms and 3,000 active lawyers as of August 2025, and cash-flow positive since 2023.
  • Expanding Scope: Actively growing from class actions into mass torts and corporate legal-risk intelligence.

Cons

  • Data-Dependent: Effectiveness relies heavily on the availability and accuracy of public filings and regulatory data.
  • Not a Contract or Defense Tool: Built for plaintiffs'-side case sourcing, with limited relevance for contract analysis or defense-side work.
  • Limited Integrations: Fewer connections to broader legal software ecosystems compared to established research or drafting platforms.
  • Opaque Pricing: No public pricing; access must be arranged directly with the company.

About Darrow

Introduction

Darrow describes itself as an “AI lab for legal risk.” It scans the internet, court filings, and regulatory data for signs of corporate violations and misconduct to surface potential class action and mass tort opportunities before they become widely known. As of August 2025 the platform served roughly 80 law firms with about 3,000 individual lawyers active on it, and the company has been cash-flow positive since 2023, with its CEO forecasting growth to around $120 million by 2026. Darrow has raised nearly $55 million to date, including a $35 million Series B led by Georgian in September 2023 and a $20 million Series A led by F2 Venture Capital, Entree Capital, NFX, and Y Combinator in November 2021, and in May 2026 launched the Darrow Platform to surface hidden legal exposure signals before litigation is filed.

Legal Research

Within its platform, attorneys can interrogate legal merits, review relevant precedent, and analyze defendant behavior without leaving Darrow’s workflow, though this is oriented specifically toward evaluating litigation opportunities rather than general legal research.

Contract Analysis

Contract analysis is not Darrow’s focus; its document and data analysis capabilities are built around identifying case merit and defendant conduct rather than reviewing commercial contracts.

Predictive Analytics

This is Darrow’s core strength. In May 2026 the company launched a platform letting plaintiffs’ firms manage litigation like an investment portfolio: discovering cases, running conflict checks, valuing claims, predicting resolution, and tracking an entire docket from a single dashboard. Founder Ben Artzi has said the company is expanding beyond class actions into mass torts and toward selling its "legal intelligence" directly to large corporations.

Pricing

Darrow does not publish public pricing; access is arranged directly through the company and is oriented toward plaintiffs’ firms and, increasingly, corporate legal risk teams.

User Reviews and Ratings

Darrow has attracted significant press coverage (including Forbes and TechCrunch) for its case-sourcing model, and adoption among plaintiffs’ firms has grown steadily since its 2023 launch, though independent public review-site coverage remains limited compared to larger legal AI vendors.

Verdict

Darrow occupies a distinctive niche: rather than helping lawyers do existing work faster, it helps plaintiffs’ firms find and prioritize new litigation. Its May 2026 portfolio-management platform and expansion into mass torts and corporate risk make it worth watching, but it is a poor fit for firms seeking general contract review, drafting, or defense-side research tools.

Facts

Investments

DateInvestorRoundAmount
Sep 2023Georgian (F2, Entree Capital, NFX)Series B$35,000,000
Nov 2021F2 Venture Capital, Entree Capital, NFX, Y CombinatorSeries A$20,000,000
Total (disclosed amounts)$55,000,000

Frequently Asked Questions

It leverages machine learning, natural language processing, and generative AI models including OpenAI and Anthropic technologies.

Currently, Darrow primarily focuses on U.S. law and cases.

It covers consumer protection, privacy, environmental issues, securities fraud, employment law, and more.

Yes, it uses predictive analytics to forecast litigation outcomes, settlement values, and legislative impacts.

Darrow analyzes news articles, court filings, regulatory disclosures, social media, company reports, and other public sources.

It creates detailed intelligence reports including case summaries, risk assessments, damages models, and legal precedent analyses.

While primarily standalone, Darrow offers APIs and integrations for deeper workflow incorporation with law firm systems.

Darrow is primarily used by plaintiffs' law firms looking to identify and evaluate potential class action and, increasingly, mass tort cases. As of August 2025 roughly 80 firms and 3,000 lawyers were active on the platform.

No longer exclusively. While Darrow began focused on class actions, founder Ben Artzi has said the company is expanding into mass torts and also selling its legal-risk intelligence directly to large corporations.

In May 2026, Darrow launched a platform that lets plaintiffs' firms manage litigation like an investment portfolio -- discovering cases, running conflict checks, valuing claims, predicting outcomes, and tracking the full docket from one dashboard.

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