Mary Technology collects $ 1.7 million before-what to end the chaos of artificial facts

Mary Technology, a dedicated start to end the ‘fact’ chaos in litigation, has raised a predetermined $ 1.7 million investment (US). It uses a highly structured approach to organizing data along with the linguistic meaning of the LLMS to help judges surface and control the facts of their cases.

The Australian company with great ambitions explained that its fact management system (FMS) automatically transforms non -structured legal documents into ‘structured, searchable chronology and integrates with existing practices and document management systems’.

Its FMS-which is a neat acronym for this type of tool, from which there is now an increasing number throughout the global law market-then extracts, connections, and highlights the main facts directly from the documents, giving advocates immediate access to the dynamic, source-related terms and mismatches.

Money came in two first installments, and will partially be spent on the growth of the engineering team.

All good and well, how does it work?

Here’s how they explain: ‘Unlike standard Rag systems with a chat interface, Mary Technology gets things such as images, tables and tables, letters or reports by hand, and e -mail, and converts them into clean, structured entrances optimized for llm. ‘

This, they add, is about ‘enabling LLMs to draw and interpret facts with nuances of legal degree, such as understanding which document comes from a fact, from what role plays in this case, and how it fits chronologically’.

They emphasized the feature of their index of documents as a case case, which disrupts the packages of documents in the component, ‘then gives each document a relevant name, sets reliable dates, generates a brief summary, understands the importance of this document and categorizes them by type of document’.

So now a lawyer can list and filter based on the documents they need to interrogate natural language questions such as ‘Show me any medical report to Mr. John Doe between the X and Y dates in chronological order’. As noted, this is a useful combination of a very structured KM style approach with the benefits of productivity offered by LLMs when it comes to understanding the text.

And here’s a quick video of what it offers:

https://www.youtube.com/watch?v=qowdvdpids

General manager Daniel Lord-DoyleCommentary: ‘This funding allows us to escalate with confidence and push forward in our mission to give legal professionals the clarity and control they deserve. With our fact management system, we are not only improving the workflow, we are re -fitting how the facts in litigation are managed and used.

‘By automating the extraction and organization of facts, we are freeing to do what they do best: Think strategically, build arguments and advise clients.’

And all this seems very promising. The company stated that use has increased on average by 95% month per month since starting in July 2024 and customers report on average 72% time savings in manual documents review. They have also received an NPS score of 9.4/10 – and it is good that they have included it metric. They are also now part of Group 9 FUSE, A&O Shearman’s technology accelerator.

Congratulations to the team and good to see Australian legal technology that produce more pioneers. Good luck to the team.

You can find more about Mary technology here.

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