
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.

Client: National Compensation Lawyers
Industry / Practice Area: Personal Injury
Location: Melbourne, Australia
Firm Size: 12 staff
National Compensation Lawyers found manual evidence review slow and heavily dependent on a junior–senior handoff. Even a “minimum” review could take 4–8 hours, with juniors doing most of the extraction work and seniors needing to review (or stepping in themselves when resourcing was tight).
In a small firm environment, finding uninterrupted time was difficult, multitasking across matters was constant, and hiring more staff wasn’t an immediate option - margins still had to be protected while delivering strong client care and keeping pace with a market where AI tools are increasingly expected.
The firm adopted Mary’s AI-powered Chronology workflow to support evidence review, fact extraction, and chronology building - particularly where speed and consistency matter most.
"Mary Technology stood out because it was simple to use, the trial process was frictionless, and the team are great to work with." - Tom McKinnon, Principal Lawyer, National Compensation Lawyers
National Compensation Lawyers uses the tool to surface key facts quickly and shape a clear case narrative, helping junior lawyers think critically from the outset, which is hugely beneficial for employee development.
more matters handled per month
time saved on document review
and less staff turnover
revenue generated
spent on quality client care