Business function

What can a small legal team safely hand to AI?

First-pass contract review against your own playbook, obligation extraction, policy alignment across documents that contradict each other, and the security questionnaires that consume a compliance function's week. Not legal advice, not filings, not anything that goes out without a lawyer reading it. The value is in the first draft and the search, not the judgment.

  • Improve operational efficiency
  • Reduce cost

Legal & Compliance

The two problems that repeat

Small legal and compliance teams describe the same two problems. The first is that nobody knows what the company has already agreed to, because obligations live in 400 signed PDFs and the answer to “can we do this” requires reading them. The second is the security questionnaire: the same forty questions, twenty times a year, in slightly different wording, each taking a week of someone’s attention.

Both are search and drafting problems. Neither requires legal judgment to produce a first draft, and both currently consume the time of people whose judgment you are actually paying for.

What we build

First-pass contract review against your own playbook. The system flags where a counterparty’s paper deviates from your positions, with the clause and your standard alongside it. A lawyer decides. Nothing is accepted automatically.

Obligation extraction across the existing estate, which usually surfaces things nobody remembered agreeing to. That output is frequently the most valuable single artifact we produce for a compliance function.

Document alignment, which matters more than it sounds. SOWs, MSAs, marketing collateral, policies, and procedures that contradict each other are a liability in a dispute and a drag on every sales cycle. We find the contradictions across the whole corpus and fix them with your counsel.

Questionnaire response drafted from your policy corpus and prior answers, with control mapping underneath it so the policies and the certifications agree.

The boundary

Nothing leaves without a lawyer reading it. We are not providing legal advice and the system is not either. It produces drafts and search results, which is where the time goes anyway.

Typical projects

  • First-pass contract review against your playbook, flagging deviations for a lawyer
  • Obligation extraction across an existing contract estate, so you know what you agreed to
  • Document alignment: SOWs, MSAs, policies, and procedures reconciled where they contradict
  • Security questionnaire and RFP response drafted from your policy corpus and prior answers
  • Control mapping: SOC 2, ISO 27001, and ISO 42001 controls traced into the policies that govern operations

The same work, by industry

How it starts

A three-week assessment scoped to this area: where the hours actually go, what is worth building, and what to fix first. You keep the findings whether or not there is a next part.

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