On LawNext: Mary Technology Wants to Solve Litigation’s ‘Fact Chaos’ Problem

By Bob Ambrogi on March 31, 2026

E-discovery platforms have gotten great at narrowing millions of documents down to manageable sets. But what happens next — the grueling work of extracting facts, organizing them, and building a reliable case narrative — has remained largely manual. In this episode of LawNext, host Bob Ambrogi talks with Daniel Lord-Doyle, cofounder and CEO of Mary Technology, about the Australian startup’s bet that “fact management” is the missing layer in litigation technology.

Mary’s approach is distinct from the large AI platforms that store documents as embeddings in vector databases. Instead, the company extracts every individual fact, enriches it with metadata, and links it directly back to its source — creating what Lord-Doyle calls a verifiable chain from work product to evidence. He makes a compelling case that in litigation, where fault tolerance is low and the stakes are high, the nuance lost by compression-based AI systems is exactly what matters most.

The company just closed a $7 million (Australian) seed round led by OIF Ventures and is expanding into the U.S. with a new San Francisco office and a new self-serve platform that lets smaller firms try it without a sales process. Lord-Doyle also talks about the concept of “productive friction” — why Mary deliberately won’t let lawyers skip the verification step — and what he’s learned about bringing an Australian legal tech product to the American market.

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