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.
The biggest update to Mary since we started
Three new capabilities that turn your verified fact record into a working tool. Build scoped chronologies, analyse bank statements in plain language, and generate structured work product - all traceable to the source.
Custom chronologies
The problem
Traditional chronologies dump every fact from every document into a single overwhelming timeline. Lawyers spend hours filtering, re-ordering, and manually reviewing to find the facts that matter for their specific issue, while critical gaps in the evidence go unnoticed because the tools are designed to show you what’s there rather than what's missing.
The solution
Custom Chronologies let you build a timeline scoped to exactly the question you’re working on. Tell Mary what you need in plain language — the parties, the date range, the issues — and get a structured, verifiable timeline you can refine as your matter evolves.
Negative space
What makes Custom Chronologies different is their ability to surface what’s missing from the record. The months of bank statements that were never disclosed. The period where communications suddenly stop. The document that’s referenced in a letter but never uploaded. We call this negative space, and it’s often where cases are won and lost.
How it works
- Describe the chronology you need in plain language.
- Mary builds a scoped, structured timeline with every entry traced to its source document and page.
- Query, compare, and refine your chronology as new documents come in.
- Export for court or share with your team.
Book a call with our Custom Chronologies team→
Bank Statement Analysis
The problem
Bank statement review is one of the most important and time-consuming parts of family law and financial disclosure matters. A thorough review of three years of statements can take 10+ hours of manual work. For clients paying out of pocket, the cost often means the investigation simply doesn’t happen — and the settlement suffers.
The solution
Upload bank statements and ask questions in plain language. “Show me all transactions referencing gambling.” “What are the total transfers to undisclosed accounts?” “Identify all ATM withdrawals over the past 18 months.” Mary categorises transactions, traces funds between accounts, and flags anomalies — producing a court-ready index in minutes.
Every answer is verified
Every transaction and every answer traces back to the source bank statement and page number. You can verify anything with one click. Nothing is generated from thin air.
Who it’s for
Family lawyers handling financial disclosure and property division. Forensic accountants investigating complex financial structures. Any lawyer who needs to trace funds, surface hidden transfers, or build a financial picture from bank records.
Book a call with our Financial Analysis team→
Template-Based Drafting
The problem
Turning a verified fact base into usable work product — memos, letters, form completions — still requires hours of manual drafting. General AI tools can generate these outputs, but they can’t be verified. For disputes work, that’s not a shortcut — it’s a liability.
The solution
Template-Based Drafting converts your verified fact record into structured deliverables grounded entirely on uploaded evidence. Memos that cite only facts from your documents. Letters that reference only verified events. Form completions pre-filled from the evidence.
Verified and traced to output
Every claim in every output traces back to the source document and page. If a fact isn’t in your uploaded evidence, it doesn’t appear in the output. That’s the difference between a drafting tool and a fact-grounded drafting tool.
Who it’s for
Firms handling volume at scale. Any practice that needs to turn evidence into structured work product without sacrificing accuracy.
