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Darrow

AI legal intelligence platform that scans public records to surface class-action and mass-tort opportunities

3.9 Legal AI
3.9 Good 3.9
Systematic public-records scanning surfaces case opportunities referrals alone would miss Revenue-sharing on some engagements raises ethical questions some lawyers flag
Reviewed by Challenging Voice Editorial · Updated Jul 2026 How we rate
PricingContact for Pricing
Free planNo
CompanyDarrow
PlatformsAPI, Web
CategoryLegal AI
Founded2020
Last reviewedJul 2026

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Overview

Darrow, founded in 2020, builds a Justice Intelligence Platform that scans and clusters vast amounts of public records to spot potential class-action lawsuits and mass tort opportunities in areas like data privacy, antitrust, employment, and environmental law, work that would otherwise take legal researchers weeks to surface manually.

In-house legal experts review the platform's findings for accuracy and legal merit before cases are brought to plaintiffs' attorneys, and the company has since launched a portfolio-management platform letting law firms track and prioritize their entire case pipeline the way an investment fund manages a portfolio.

Pricing combines subscription and usage-based fees scaled to a firm's case, exposure, and scan volume, with Darrow also sharing in legal awards on some engagements. For a plaintiffs' firm that wants to systematically surface new case opportunities instead of relying on referrals and manual research, Darrow's public-records scanning addresses that directly.

Key features

  • Scans and clusters public records to surface class-action and mass-tort opportunities
  • In-house legal experts review findings for accuracy before cases reach attorneys
  • Portfolio-management platform for tracking litigation like an investment fund
  • Facilitated over $18 billion in identified litigation opportunities over five years
  • Combined subscription and usage-based pricing scaled to case and scan volume
  • Connected more than 100,000 plaintiffs to legal cases through the platform

Screenshots & demo

Demo video

Screenshots

Darrow screenshot 1

Pricing

Darrow uses custom pricing. Contact their team for a quote based on your needs.

  • Pricing modelContact for Pricing
  • Starting priceCustom
  • Free planNo
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Pricing is provided as a guide. Check the official site for the latest plans.

Pros & cons

Pros

  • Systematic public-records scanning surfaces case opportunities referrals alone would miss
  • In-house legal expert review adds a real accuracy check before cases move forward
  • Portfolio-management tools bring investment-style discipline to litigation strategy
  • Strong track record: $18B in identified opportunities and 100,000-plus plaintiffs connected

Cons

  • Revenue-sharing on some engagements raises ethical questions some lawyers flag
  • Pricing model combining subscription, usage, and award-sharing is less transparent than a flat rate
  • Built specifically for plaintiffs' firms pursuing class and mass actions, not general practice

How it compares

ToolRatingFreeFromBest known for
Darrow (this tool)3.9No—Scans and clusters public records to surface class-action and mass-tort opportunities
Lex Machina4.5No—Predictive litigation analytics based on historical case outcomes
Eve4.2No—Built for plaintiff-side firms specifically
Litify3.8No—Matter management across the case lifecycle

Alternatives to Darrow

4 tools matched to Darrow on what they do, their category and their price.

Eve

4.2

Legal AI built specifically for plaintiff law firms rather than for legal work in general.

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Litify

3.8

End-to-end legal practice platform built on Salesforce – matter management, intake and document handling with AI across the case lifecycle.

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Everlaw

4.5

Cloud-native ediscovery and litigation platform with built-in AI for document review and case analytics.

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Frequently asked questions

What is Darrow?
Darrow is a legal ai tool. AI legal intelligence platform that scans public records to surface class-action and mass-tort opportunities.
Is Darrow free?
Darrow does not offer a free plan.
What are the best Darrow alternatives?
The closest matches in the directory are Lex Machina, Eve, and Litify, compared side by side above.

Reviews

3.9 Editorial rating No reviews yet

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