AI Fact Management for Litigation Takes Center Stage
AI fact management is transforming the way litigators handle the overwhelming burden of discovery, endless documents, and scattered evidence. For years, lawyers have struggled with what is often called “fact chaos”—the spreadsheet grind of sifting through thousands of files, transcripts, emails, and records, hoping not to miss the crucial fact that could determine a case’s outcome. Now, Australian legal tech startup Mary Technology is making waves by raising A$7 million to address this persistent problem with innovative AI-powered solutions.
Solving ‘Fact Chaos’ with AI Fact Management
Mary Technology’s Fact Management System is designed specifically for litigation and dispute resolution. The platform allows legal teams to upload massive quantities of data—ranging from PDFs and chat logs to clinical records and emails—into a centralized system. AI fact management tools then immediately go to work, extracting every key fact, tagging themes and context, structuring searchable chronologies, and generating comprehensive matter summaries.
What truly sets this system apart is its natural language query capability. Lawyers can ask questions in plain English—such as, “What did the defendant admit on March 12th?”—and receive clear, source-cited answers with a single click. This not only saves time; it also provides a full audit trail and duplicate detection, ensuring that facts are verifiable and up-to-date as new materials are added to the system.
Efficiency and Accuracy: Meeting Modern Legal Demands
In an environment where courts and clients are increasingly wary of unreliable AI-generated content, Mary Technology’s solution is focused on delivering AI fact management with accountability and transparency. Unlike generic large language models that risk “hallucinations,” this purpose-built system grounds every answer in source documents, providing the reliability that legal professionals demand.
The benefits are significant. According to early users, lawyers have reported time savings of 50-90% on document review tasks. One associate noted, “It’s a game-changer for massive clinical record loads,” while another praised it for eliminating major workflow bottlenecks. The adoption numbers back up these claims, with over 2,000 lawyers across 100+ Australian firms—including Hall & Wilcox, Shine Lawyers, and Maurice Blackburn—leveraging the platform.
Rapid Growth and International Expansion
Mary Technology’s momentum is evident in its business metrics. The company reports tenfold annual recurring revenue (ARR) growth in 2025, a clear sign of strong market demand for AI fact management. The recent A$7 million funding round, led by OIF Ventures and supported by Sydney Angels and Empress Capital, is now fueling a global expansion strategy.
The startup has opened a San Francisco office, marking its entry into the US legal market. Alongside this, a new self-serve model is being rolled out, allowing small and mid-sized firms to adopt the platform without the friction of lengthy enterprise sales cycles. This democratizes access to cutting-edge AI fact management and levels the playing field for firms of all sizes.
Industry Voices: The Case for Fact Management Innovation
Daniel Lord-Doyle, CEO and co-founder of Mary Technology (alongside lawyer Rowan McNamee), summed up the mission: “Facts determine whether a legal case is won or lost, yet the way they’re managed hasn’t materially changed in decades.” This sentiment is shared by investors like Oliver Darwin, who remarked, “Fact chaos is a genuine hair-on-fire problem that’s gone unsolved for far too long.”
The company’s approach not only addresses significant pain points for litigators but also exemplifies the broader trend of deploying AI for targeted, high-value legal workflows. As legal professionals continue to face ever-increasing data volumes and complexity, the need for robust, trustworthy AI fact management solutions has never been greater.
The Future of Litigation Technology
The rise of purpose-built AI fact management platforms is set to change how legal teams approach litigation, streamlining the organization of evidence and ensuring that crucial facts are never overlooked. With Mary Technology’s latest funding and international expansion, more law firms globally can benefit from these advancements, reducing manual labor and boosting accuracy in case preparation.
As the legal industry continues its digital transformation, tools that offer both efficiency and reliability will be essential for success in the courtroom and beyond.
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