Darrow Launches Industry-First Platform for Law Firms to Identify, Vet, and Manage Litigation Like a Portfolio

NEW YORK--(BUSINESS WIRE)--Darrow™, the leading AI lab for legal risk, today announced the launch of a new platform that fundamentally changes how law firms build and manage their litigation practice. Litigators using Darrow have surfaced $22 billion in litigation linked to risk buried across industries and markets. The new platform gives firms the ability to detect opportunities early, evaluate their merits, predict settlement outcomes, and manage their entire docket like a portfolio.

The launch marks a significant milestone for the world's leading litigation teams. Every new case is a bet, an upfront commitment of capital and attorney time often made with incomplete information. Darrow’s new platform changes that by giving firms the litigation intelligence to evaluate opportunities before they commit to contingency arrangements, and operational visibility across the case portfolio. This enables risk, value, and settlement expectations to align resources across their entire docket.

“Legal exposure doesn’t announce itself. It builds quietly across industries, markets, and regulatory environments, often long before anyone acts on it,” said Evya Ben Artzi, Co-founder and CEO. “What we’ve built is the infrastructure to see that risk early, and to give the legal ecosystem the intelligence to respond. This platform is the next step in that mission.”

The platform is built around four core capabilities:

1. Case Discovery. AI agents continuously analyze data across industries and markets to surface litigation exposure that would otherwise go undetected. Every opportunity is also expert-vetted by former AmLaw 100 attorneys.
2. Case Evaluation. Before committing, firms can investigate legal merits, review comparable cases, analyze defendant behavior directly in the platform. Cases are also run through Darrow’s award-winning underwriting platform, giving firms a rigorous, independent assessment of case value and risk - with the information needed to make a sound decision at every stage.
3. Portfolio Management. A real-time dashboard provides visibility across a firm's entire docket - tracking settlement value, projected net to firm, case distribution, and litigation stage across every active matter. Plaintiff campaigns, intake, and document collection are managed in one place.
4. Embedded Intelligence. Darrow's legal intelligence is available interactively throughout the platform, allowing teams to ask questions and get immediate answers - on legal merits, defendant history, valuation assumptions, or case precedent - without switching tools or waiting on support.

Together, these capabilities give plaintiff firms a level of visibility and operational control that the demands on contingency litigation have always required.

“Contingency litigation has always meant making high-stakes decisions with limited data," said Mathew Keshav Lewis, COO. “Darrow’s new platform brings unique visibility, legal intelligence, and AI driven analytics to make smarter decisions.”

With Darrow’s new platform, the process of identifying and advancing meaningful cases becomes faster, more precise, and grounded in data.

For more information and a demo, visit www.darrow.ai.

About Darrow

Darrow™ is the leading AI lab for legal risk and the pioneer of litigation exposure management. We study how legal exposure forms across industries, markets, and regulatory environments — combining large-scale legal data, advanced AI systems, and deep domain expertise to surface emerging risk before it escalates. This research powers Darrow’s litigation intelligence platform, used by law firms, insurers, and compliance teams to identify risk earlier, assess it with greater confidence, and act decisively. To date, Darrow has surfaced over $22 billion in actionable legal risk. Learn more at www.darrow.ai.