Litigation knowledge engines
Dynamic search across firm knowledge with enforced citation, so every answer traces to a source. No hallucinated case law, no unsourced claims.
Law firms
Accurate, sourced, and in your voice.
The profession's objection to AI isn't that it's new — it's that it's wrong, unsourced, and doesn't sound like you. We build tools that address all three directly.
Book a Workflow AuditWhat usually breaks
- AI-written content reads as AI-written. Nobody will publish under their own name something that doesn't sound like them.
- Firm knowledge isn't searchable. Decades of work product, findable only by whoever remembers it.
- Unsourced answers are unusable. In this profession, an answer without a citation isn't an answer.
- Public-record research is manual. Monitoring thousands of records by hand means the relevant window closes before anyone notices it opened.
What we build
Adaptive-voice publishing
An automated publishing tool that learns and matches each author's tone and writing style, so what goes out sounds like the lawyer, not the machine.
Public disclosure monitoring
Automated tracking of changes in public disclosure counts on FINRA BrokerCheck, flagging new disclosure events — so firms can publish timely, factual, public-record-based content that reaches affected investors while they're actively searching for help.
How we're different
Most AI consultants sell you a strategy. We ship a working build.
| Comparison | Typical AI consultant | Mavryn |
|---|---|---|
| What you get first | A strategy deck | A paid workflow audit |
| Time to something | Months | Pilots live in 2–6 weeks |
| Tools | A new platform to buy | The tools you already pay for |
| Scope | “AI transformation” | The smallest useful build |
| Proof | Case studies you can't verify | Numbers labelled measured, estimated, or projected |