Law firms are operating in a state of fact chaos, with key details buried across discovery, emails, transcripts, and versioned documents. That fragmentation slows teams down and increases risk, especially as AI becomes more embedded in legal workflows.

Mary Technology introduces a practical Legal Fact Layer approach that that moves teams from document centric work to fact centric management, so people and AI systems operate from a single source of truth. It outlines what works, what fails, and what separates firms that gain a real competitive advantage from those that simply check the box with AI, including how essential matter facts can be extracted, validated, and kept current to reduce contradictions across versions and improve the reliability of AI supported work.

Download the whitepaper to understand how a Legal Fact Layer helps reduce errors, improve AI trustworthiness, and client confidence.