An AI Research Lab for the Legal Ecosystem

Darrow studies how legal exposure emerges across industries, markets, and regulatory systems — transforming fragmented signals into structured legal intelligence.  

This research spans real-world data, legal systems, and AI-driven analysis, powering the intelligence used by law firms, insurers, compliance teams, and other legal actors.

Research Areas

Legal Intelligence

How legal exposure forms in the real world — from regulatory drift and enforcement patterns to early signals of mass litigation.

AI & Systems

The AI architectures and knowledge systems that power detection including legal knowledge graphs, agentic reasoning, and signal fusion.

Company & Product

How our research translates into product — quarterly intelligence reports, system design decisions, and operational frameworks.

Introducing Clove

A structured framework for modeling legal exposure — connecting obligations, organizational weaknesses, and enforcement patterns into a unified system.

Publications

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Title

Nov 25, 2025

Legal Intelligence

The Colgate ERISA Settlement & the Future of Benefit-Plan Litigation

Colgate’s $332M ERISA settlement shows how uncovering technical pension errors can unlock major recoveries, and why deep data analyses of plan reviews matter.

Nov 18, 2025

Legal Intelligence

Pay-for-Delay Agreements: Pharmaceutical Antitrust Class Actions

Explore pay-for-delay antitrust class actions, key cases, and challenges in certifying classes in pharmaceutical litigation after Actavis.

Nov 17, 2025

Legal Intelligence

Intercepted Communications and the Crime-Tort Exception

Explore how the Federal Wiretap Act’s crime-tort exception is driving new class actions over website tracking, HIPAA, and digital privacy violations.

Nov 10, 2025

Legal Intelligence

Strategic Approaches to Overcoming ERISA Litigation Challenges

ERISA litigation is on the rise. Here are the top challenges attorneys face when litigating ERISA cases, and key strategies to overcome them.

Nov 1, 2025

Legal Intelligence

The Right of Publicity: What Plaintiffs Attorneys Should Know

Explore how state laws shape the right of publicity, from AI deepfakes to influencer endorsements and post-mortem rights.

Oct 30, 2025

AI & Systems

How AI and Satellite Imagery are Exposing Supply Chain Greenwashing

AI and satellite evidence are redefining environmental litigation, giving attorneys powerful tools to prove corporate greenwashing.

Oct 22, 2025

Legal Intelligence

The Paragard MDL: 2025 Litigation Snapshot

Explore the latest updates in the Paragard IUD MDL as 2026 bellwether trials approach, shaping strategy and valuations for plaintiff firms.

Oct 6, 2025

Legal Intelligence

California Homeowners Fight FAIR Plan Over Smoke Damage Denials

California homeowners sue the FAIR Plan for denying wildfire smoke damage claims after the 2025 Palisades and Eaton fires sparked $4B in losses.

Sep 29, 2025

AI & Systems

10 Legal Tech Startups to Watch in 2026

These 10 US legal tech startups are reshaping law in 2025, tackling litigation, contracts, claims, and client intake with AI.

Sep 17, 2025

Legal Intelligence

AI Washing Sparks Investor Suits and SEC Scrutiny

AI washing is triggering investor lawsuits and SEC scrutiny as exaggerated AI claims lead to securities fraud risks and heightened oversight.

Sep 11, 2025

Legal Intelligence

The New Reality for Representative PAGA Claims

California courts are split on whether representative PAGA claims must pause for arbitration. This article unpacks recent rulings and evolving strategies.

Sep 4, 2025

Legal Intelligence

Driver Privacy in California: Lessons from CETCPA Litigation

California’s CETCPA protects drivers’ toll and transit fare data privacy. This article reviews the law, key cases, and new litigation shaping its enforcement.

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Date

Audience

Title

Apr 14, 2025

Law Firms

Using Legal Intelligence to Detect Medical Mass Torts

Darrow detects hidden medical legal violations, helping lawyers find mass torts faster and connect with quality plaintiffs.

Apr 9, 2025

Law Firms

Compassion Isn’t a Script: Five Lessons from Darrow’s Plaintiff Intake Team

Learn how Darrow’s Plaintiff Intake team leads with empathy, builds trust, supports individuals, and helps attorneys connect with the right plaintiffs.

Apr 8, 2025

Law Firms

New Feature: Share Case Memos and Collaborate Seamlessly in the Darrow Portal

Check out our latest feature to the Darrow portal: Shared case memos for improved collaboration.

Apr 8, 2025

Law Firms

AI’s Copyright Dilemma: Recent Lawsuits and Implications

Copyright law is being tested on both the inputs that train AI models and the outputs they generate, creating new opportunities for litigation.

Apr 3, 2025

Law Firms

How Trump’s Policy Plans Could Reshape Plaintiff Litigation

The Trump Administration's policy plans may have significant effects on litigation.

Apr 1, 2025

Law Firms

COPPA at a Crossroads

COPPA’s 2025 updates are stalled, risking weaker protections for kids’ online data and making privacy class actions harder for plaintiffs attorneys to pursue.

Mar 24, 2025

Law Firms

Justice Moves Faster With Intelligence: Three New Features to Power Your Practice

Your Darrow Portal just got a new look & new features. Here's what's new.

Mar 23, 2025

Law Firms

Accelerate ERISA Litigation With Darrow: Your Secret Ingredient for ERISA Success

Partner with Darrow to access a continuous pipeline of high-value ERISA cases, quality, pre-vetted plaintiffs, and continued litigation support.

Mar 20, 2025

Law Firms

Ozempic MDL: Background, timeline, & 2025 updates

Plaintiffs allege Ozempic & similar drugs pose severe risks, citing failures by Novo Nordisk & Eli Lilly to warn users of life-altering side effects.

Mar 19, 2025

Law Firms

A New Era for Privacy Act Litigation?

Recent lawsuits challenge federal data-sharing under the Privacy Act, offering new opportunities for plaintiffs' attorneys.

Mar 6, 2025

Law Firms

Exploring the Future of Legal Tech: An Interview With Mauricio Figueroa

Darrow's Head of Legal Intelligence sits down with legal researcher Mauricio Figueroa to discuss the future of legal tech.

Mar 3, 2025

Law Firms

The Office That Built Us

We've outgrown our office and are moving into a new space next week. We couldn't be more thrilled to see what's next!

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