{"slug":"darrow-raises-35m-for-an-ai-that-parses-public-documents-for-class-action-lawsuit-potential","url":"https://findausecase.com/use-cases/darrow-raises-35m-for-an-ai-that-parses-public-documents-for-class-action-lawsuit-potential","title":"Darrow raises $35M for an AI that parses public documents for class action lawsuit potential","description":"Darrow, a legal tech startup founded in 2020, built an AI-based data engine that crawls thousands of sources of publicly available information (newsfeeds, social media, consumer complaints, regulatory filings, SEC filings, environmental reports, court dockets) to identify class-action litigation potential in areas such as data privacy violations, environmental contamination, and discrimination, and to predict likely legal outcomes and case value. A team of legal data specialists, including former lawyers, reviews the AI-surfaced insights before lawyers use the platform for case review and discovery. Around 50 law firms, covering hundreds of lawyers, were using the product, and active cases stemming from Darrow's data insights totaled around $10 billion in claims at the time of the funding round.","company":"Darrow","industry":"Legal","country":"United States","aiCapabilities":["Predictive Analytics","Natural Language Processing"],"technology":["large language models"],"deployment":"Unknown","problemStatement":"Class action suits are often perceived as too pricey and risky for law firms to take on, and it's often only the biggest firms that have teams to proactively seek out interesting cases and the resources to fight them, leaving smaller players and less prominent violations on the sidelines.","solutionApproach":"Darrow built an AI-based \"justice intelligence\" data engine that crawls thousands of sources of publicly available information -- newsfeeds, social media, consumer complaints filed with regulators, administrative reports, SEC filings, environmental reports and court dockets -- to identify class-action litigation potential in areas such as data privacy violations, environmental contamination and discrimination, and to predict likely legal outcomes and case value. A team of legal data specialists, including former lawyers, reviews the AI-surfaced insights before lawyers use the platform for case review and discovery.","businessValue":"Around 50 law firms, covering hundreds of lawyers, were using the product, and active cases stemming from Darrow's data insights totaled around $10 billion in claims at the time of the $35 million Series B funding round.","evidence":{"band":"high"},"sourceUrl":"https://techcrunch.com/2023/09/19/darrow-legal-tech","dates":{"publishedAt":"2026-08-20T09:05:38.622Z","publishedAtSource":"pipeline","updatedAt":"2026-08-26T00:52:24.629Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/darrow-raises-35m-for-an-ai-that-parses-public-documents-for-class-action-lawsuit-potential. Bulk republication requires permission."}