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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Date

Category

Title

Mar 26, 2026

Legal Intelligence

The Growing Opportunity in Food Mislabeling Litigation

While the gap in the food mislabeling world is clear, identifying legal risks is not straightforward.

Feb 19, 2026

AI & Systems

The Agentic Liability Shift: When the "Black Box" Writes the Check

The End of "Test and Forget": Real-time underwriting is required to manage evolving risk.

Feb 18, 2026

Legal Intelligence

Wiretap Litigation in 2026: A Massive Opportunity for Plaintiffs’ Attorneys

Wiretap litigation is expanding into new industries, advanced tracking technologies, and artificial intelligence.

Feb 16, 2026

Legal Intelligence

Evaluating Litigation Risk: Basich v. Microsoft

Analysis of Basich v. Microsoft, a BIPA class action over Teams voiceprints, assessing dismissal risk, class size, and a projected $41M to $61M settlement.

Feb 2, 2026

AI & Systems

Underwriting the Agentic Economy: Why We Must Quantify Risk at the Speed of AI

As AI agents move from chat to action, new legal and security risks emerge. This article explores how to identify and price risk in the agentic economy.

Jan 29, 2026

Legal Intelligence

MLM Litigation as a Catalyst for Industry Reform

MLM litigation exposes worker misclassification and systemic harm, showing how private lawsuits can force accountability and drive industry reform.

Jan 26, 2026

AI & Systems

The Consent Illusion: Why Nobody Reads Digital Contracts (And How AI Might Be the Fix)

Digital contracts bind users who never read them. Courts now enforce consent through design. Can AI agents restore real, negotiated consent?

Jan 22, 2026

Legal Intelligence

Looking Past Valuation Headlines: A Damages Analysis of Musk v. OpenAI

Elon Musk seeks up to $134B from OpenAI. This analysis examines the legal limits on recovery, focusing on restitution, interest, and likely outcomes.

Jan 19, 2026

Legal Intelligence

Greenwashing Claims in the Electricity Sector

Greenwashing claims in utility green power programs are emerging as a new area of consumer litigation, raising questions about clean energy marketing.

Jan 13, 2026

AI & Systems

Evaluating and Choosing Your Firm’s Legal Tech Stack

A practical summary for firms to choose, implement, and adopt AI that delivers real value.

Jan 8, 2026

Company & Product

Darrow v1.8: Smarter Case Evaluation

Darrow v1.8 introduces new Insight metrics that help attorneys assess litigation opportunities faster and with greater clarity.

Jan 4, 2026

Legal Intelligence

J&J Talcum Powder Lawsuit: History & 2026 Updates

The Johnson & Johnson talc MDL involves 58,000+ lawsuits alleging its talc-based products caused cancer, with a proposed $9B settlement pending.