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Darrow Raises $35 Million to Uncover Corporate Legal Violations and Bring Justice to All

CTech (Calcalist)
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CTech — Israel's leading tech news outlet — covers Darrow's $35 million Series B with one of the most complete accounts of the company's technical architecture and founding story available in Israeli press.

The piece traces the founding through the personal connection between Ben Artzi and Spiegelman, who met at Hebrew University Law School and clerked together at the chambers of Israeli Supreme Court Justice Uzi Vogelman. Gila Hayat, a senior software engineer and team leader at Unit 8200, completed the founding team — bringing the machine learning expertise to translate the legal problem into a technical architecture.

CTech describes the platform clearly: it leverages large language models to sift through publicly available information — consumer complaints, administrative documents, SEC filings, and more — connecting data points to detect legal violations, predict their outcomes, and assess their financial impact. At the time of the raise, Darrow employed 85 people, worked with hundreds of litigators across 50 leading law firms, and had uncovered violations resulting in active litigation totalling over $10 billion.

Ben Artzi frames the problem in human terms: "Every day, countless legal violations impacting a vast number of individuals slip through the cracks, though the evidence behind these violations and the legal theories to support potential cases are widely available. It isn't humanly possible for lawyers to parse through this endless amount of data, so Darrow's platform leads this crucial piece of the process, helping law firms grow their business while maximizing impact for the people they serve."