Darrow AI features and pricing (October 2026)

Darrow is a legal intelligence platform from a US vendor that uses AI and legal analysts to detect possible corporate legal violations. Plaintiff law firms receive vetted cases with financial estimates, and companies and insurers can use the same data to see their own exposure.

Darrow works as an AI research lab and software platform for the legal market. For law firms, it provides a pipeline of cases with estimated settlement value, projected net to the firm, class size and litigation stage, plus a portfolio dashboard, conflict checks and tools for plaintiff campaigns, intake and document collection. Insurers and compliance teams use it to monitor exposure. The company was founded in 2020, is headquartered in New York with Israeli roots, and states that it works with more than 80 organizations. The platform is in beta for selected partners.

• Detects possible violations earlyAI systems and legal analysts scan regulatory filings, incident data and other public sources across more than 50 exposure categories, such as privacy, ERISA and consumer protection. The firm sees candidate cases before they are filed, without monitoring the sources itself.
• Models the financial caseFor each case, the platform shows estimated settlement value, projected net to the firm, attorney fee structure and estimated class size, plus the defendant's litigation history and comparable cases. Partners can decide whether a case fits their risk appetite before committing resources.
• Answers questions about a caseInside the platform, attorneys ask about legal merits, supporting precedent, valuation assumptions and how a defendant has behaved in earlier cases. This replaces requests to a research team and keeps the review of a case in one place.
• Scans companies for privacy exposureFor companies, AI agents scan the external website and compare actual behavior with the stated privacy policy, then produce a report with evidence, severity score and dollar exposure. Compliance teams get findings without giving access to internal systems.

• Cases are reviewed by legal analysts, financially modeled and checked by former AmLaw 50 defense attorneys before they reach a firm, according to the vendor.
• Serves three audiences from one data base: plaintiff law firms, insurers and corporate compliance teams.
• Compliance scan has public prices (free Snapshot, $599 single report, $5,999 per year); the law firm platform is by request only.

According to its terms of use, Darrow AI Inc. is a Delaware corporation headquartered in New York, and the press describes its work as focused mainly on the US class action market.

Prices for the law firm platform are not public, so request a quote and ask how fees are split when a case is accepted; the press reported an initial payment plus later fees in 2021. Check your bar's rules on case referrals, fee sharing and client solicitation. Darrow states it does not use personal or privileged data, and its browser add-on Torch is not offered in the EEA, UK or Switzerland.

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