From chaotic legal docs to structured facts
Mary Technology builds the world's first Fact Management System for litigation and dispute lawyers. The platform automatically converts unstructured legal documents into structured, source-linked chronologies, extracting and linking key facts directly from documents to give lawyers dynamic timelines that surface inconsistencies and case gaps in minutes. Founded in 2023 by Daniel Lord-Doyle, Rowan McNamee, Harry Raworth, and Luke Abagi in Sydney, the company has achieved 10x ARR growth in 2025 and serves over 2,000 lawyers globally across leading Australian law firms including Shine Lawyers, Maurice Blackburn, Hall & Wilcox, and Zaparas Lawyers. The platform integrates with existing practice and document management systems and reports time savings of 50-90% for legal teams.
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The AI workspace for lawyers
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