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AI that replaces typing, not judgment.

Contract review, clause extraction and document automation for law firms and in-house legal teams.

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  • 48–72 HOURS
  • TOP 3% ENGINEERS
  • 100% REPLACEMENT
01 · WHAT WE DO

What we do.

**Who joins your team:** AI/ML and NLP engineers with legal-domain experience. 100% replacement guarantee.

  • Contract review assistants that flag risky or missing clauses against your own standards.

  • Clause and data extraction across large document sets, with a confidence score on every field.

  • Document drafting from templates and playbooks, with the source of each choice shown.

  • Legal research and matter summarisation with citations back to the page and paragraph.

  • Confidentiality controls

    access rules, audit logs, private deployment options.

02 · HOW WE WORK

How we work.

We start with your playbook, not with a model. We sit with two or three of your lawyers and write down what a good review looks like: the clauses that matter, the fallback positions, the points that always need a partner.

Then we build the smallest useful version on a sample of your own documents, with identifiers removed where you ask. We measure it against what your lawyers would have done. Where it is wrong, we find out why. Often the playbook was vaguer than anyone thought, and fixing that helps the humans too.

Every output carries a citation. Every suggestion can be accepted, edited or rejected. We log what was shown and what the lawyer did. We do not ship anything that hides its sources or acts without a person signing off.

03 · WHO THIS IS FOR

Who this is for.

  • A general counsel whose team reviews the same contract types every week and cannot hire fast enough.

  • A law firm that wants to offer fixed-fee review work and needs the first pass to be cheaper.

  • A legal operations lead sitting on thousands of old agreements nobody can search properly.

  • A legal services provider with high document volume and a manual intake process.

  • A firm that has tried a generic AI tool and stopped because lawyers could not see where answers came from.

04 · WHAT YOU GET

What you get.

  • A written playbook in a structured form that software can apply and lawyers can read.

  • A working review or extraction tool, connected to the places your documents already live.

  • A review interface with citations, accept and edit controls, and a record of every decision.

  • An evaluation set built from your own documents, so you can measure quality after any change.

  • Access controls, audit logs and a deployment that matches your confidentiality rules.

  • Documentation and a handover session for your team.

  • Top 3% of applicants
  • Start in 48–72 hours
  • Dedicated account manager
  • 100% replacement guarantee
05 · TYPICAL TIMELINE

Typical timeline.

Larger document estates or stricter hosting rules add time. We say so early.

  1. 01

    Weeks 1 to 2

    Discovery. Playbook workshops, document samples, success measures, and a decision on where the system will run.

  2. 02

    Weeks 3 to 6

    First build. Ingestion, clause detection or extraction, citations, and a basic review screen. Weekly demos with your lawyers.

  3. 03

    Weeks 7 to 9

    Pilot. A small group uses it on live work. We review every miss together and tighten the playbook and prompts.

  4. 04

    Weeks 10 to 12

    Hardening and handover. Access controls, logging, evaluation suite, documentation, training.

PROOF

Proof

150+ developers deployed, and about 3% of applicants pass our 4-gate vetting. 95% placement rate.

FAQ

Questions buyers ask.

Straight answers, before the first call. Ask us something else →

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Tell us what you're building. We'll come back with a plan and matched, pre-vetted engineers.

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