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Darrow
AI legal intelligence that detects lawsuits and manages litigation like a portfolio
Claimed Teams
About Darrow
Darrow is an AI legal intelligence platform that detects emerging legal violations from public data and helps plaintiffs' firms discover, vet, and manage litigation like a portfolio.
Darrow bills itself as an AI lab for legal risk, scanning large volumes of public data to identify potential legal violations across dozens of exposure categories before complaints are even filed. It then helps firms evaluate case merits and predict likely outcomes. In May 2026 Darrow launched a platform that lets plaintiffs' firms run their practice like a fund: discovering cases, vetting merits, modeling settlements, analyzing defendants, and tracking their whole docket on one dashboard. The company reports surfacing tens of billions of dollars in litigation-linked risk. Darrow is a specialist tool for the plaintiff side rather than a general legal research or drafting assistant, differentiating it from tools like Harvey or Lexis+ AI. Pricing is enterprise and handled through sales.
TL;DR
Darrow is an AI legal intelligence platform that detects legal violations and helps plaintiffs' firms discover, vet, and manage litigation like a fund.
Company overview
Darrow is a legaltech company that describes itself as an AI lab for legal risk, using machine learning over public data to detect potential legal violations across many categories. It works with plaintiffs' firms to source and evaluate cases.
In May 2026 it launched a platform enabling firms to manage litigation like an investment portfolio. The company reports surfacing tens of billions of dollars in litigation-linked risk, including large undetected employer exposure in areas like ERISA.
Product features
Darrow ingests public data to flag emerging violations, then supports merit evaluation, settlement outcome prediction, defendant intelligence, and docket management on a single dashboard. Cases are AI-identified and expert-vetted across 50+ exposure categories.
The platform is aimed at running an entire plaintiff-side litigation practice strategically, from discovery through resolution tracking, rather than at drafting or general research.
Target market
Darrow targets plaintiffs' law firms, class action litigators, and litigation funders, primarily in the US legal market.
Buyer personas
End users
Litigators and legal analysts at plaintiffs' firms.
Buyers
Managing partners and heads of litigation.
Key influencers
Litigation funders and practice leaders.
Ideal customer profile
A plaintiff-side law firm seeking a pipeline of vetted, high-value cases and portfolio-style litigation management.
Funding & performance
Venture-backed legaltech company; verify specific funding rounds with the vendor or Crunchbase.
Pros & cons
Pros
- Surfaces cases before complaints are filed
- Covers 50+ exposure categories
- Combines AI detection with expert vetting
- Settlement modeling and defendant intelligence
- Portfolio-style docket management
- Purpose-built for the plaintiff side
Cons
- Enterprise-only, custom pricing
- Narrowly focused on plaintiff litigation
- No free trial or self-serve option
- Not a general legal drafting or research tool
- US-centric legal focus
Pricing plans
Enterprise
Custom
- AI case discovery across 50+ categories
- Expert-vetted opportunities
- Settlement modeling and defendant intelligence
- Docket portfolio management
- Dedicated support
Key features
Team collaboration
Integrations
Public data sources, Court dockets
Input types
text
Output types
text
Best For
Case discovery, Litigation portfolio management, Settlement modeling
Compare key features
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Darrow
Clearbrief
Definely
Pricing
Contact for pricing
Paid
Contact for pricing
Free plan
No
No
No
Free trial
No
Yes
Yes
Team support
Yes
Yes
Yes
Frequently asked questions
What does Darrow do?+
It uses AI to detect emerging legal violations from public data and helps plaintiffs' firms discover, vet, and manage litigation.
Who is Darrow for?+
Primarily plaintiffs' law firms, class action litigators, and litigation funders.
What is the new 2026 platform?+
A dashboard that lets firms run litigation like an investment portfolio, with case discovery, settlement modeling, and docket tracking.
How many case categories does it cover?+
Darrow reports AI-identified, expert-vetted cases across more than 50 exposure categories.
Is pricing public?+
No, Darrow uses custom enterprise pricing handled through sales.
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