
From Chaotic Legal Docs to Structured Facts: AI’s Competitive Advantage
Learn what Fact Chaos is - and how a new approach to legal data is reshaping the future of legal technology.

Mary Technology's founding engineer, Laurence Qi has been recognised in the Forbes 30 under 30 list Asia - class of 2026. Laurence has played an integral role in shaping the fact management category and working to reduce fact chaos for over 3,000 legal professionals working with Mary.

Mary Technology's Emily Lonsdale outlines how divorce litigation can operate like an addiction loop, and how AI can be both an accelerant and solution.

Sydney-based legal tech startup Mary Technology has released a significant update to its Fact Management System (FMS), adding three new capabilities that shift the platform from a document verification layer into what the company describes as a collaborative, end-to-end workflow tool for legal teams.


Meet some of the most promising generative AI startups in the world Amazon Web Services (AWS) has announced the next group of 40 companies to qualify for its Generative AI Accelerator.

The conversation around junior lawyers and artificial intelligence has taken a fearful turn. Much of the commentary fixates on risk and the fear that young lawyers will over-rely on AI, skip the foundational learning of previous generations, and enter a profession with fewer entry-level roles.

In this special episode of LawTech Talks, produced in partnership with Mary Technology, we explore the headline challenges and pain points law firms still face with workload volume, and how the right technologies can act as a “flotation device” if a sense of being drowned arises.

Amazon Web Services has named the 40 global startups chosen for its 2025 Generative AI Accelerator (GAIA) programme, including two from Australia: Mary Technology and Pluralis Research.

There is a lot of discussion around how law firms will bill in the future, brought upon by the rapid pace of AI efficiency gains. The number 1 question of these firms? How will we protect our margins as AI reduces our billable hours?

Mary Technology and Maurice Blackburn have launched a new collaboration to integrate Mary Technology’s Fact Management System into the firm’s daily operations.

Mary Technology, a startup dedicated to ending ‘fact chaos’ in litigation, has raised a Pre-Seed investment of $1.7m (US). It uses a highly structured approach to data organisation along with the language understanding of LLMs to help litigators surface and control the facts of their cases.

Mary Technology has officially launched its fact management system into the legal profession, a new legal tech category addressing “fact chaos”.

In this special episode of LawTech Talks podcast, produced in partnership with Mary Technology, we flesh out the importance of building efficient workflows to overcome the inherent, chaotic elements of taking on new client matters.

With the funding, Mary Technology plans to expand the market reach of its fact verification software in the U.S. and make way toward small to midsize law firms