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Curious Context Labs

Legal and compliance · Agent

Contract review against a playbook

AI contract review against your legal playbook

Reads incoming contracts, compares each clause with your playbook, and drafts tracked-change redlines and a risk note for your lawyer to approve.

01 today

The problem

Customer and supplier paper arrives in every format, and someone has to read all of it line by line. Without in-house counsel, founders or ops leads either sign with gaps or wait days for outside lawyers on routine terms. Your preferred positions on liability, payment and termination are rarely written down in one place.

02 the run

What the AI does

  1. Step 1: Captures the playbook first: your standard positions, fallbacks and walk-away points for each clause type.
  2. Step 2: Picks up contracts from email, Salesforce opportunities or a shared SharePoint folder.
  3. Step 3: Compares each clause with the playbook and marks it as acceptable, needs a fallback or outside your limits.
  4. Step 4: Drafts tracked-change redlines in Word with a short comment explaining each change.
  5. Step 5: Writes a one-page summary of open risks and the clauses that need a decision from you.

paused: waiting for a person to approve

03 human in the loop

Where a person approves

A named reviewer, either your lawyer or the contract owner, accepts or rejects every redline before anything goes back to the other side. Clauses outside your limits are always escalated to a qualified lawyer.

04 after

What changes

Routine contracts reach a first marked-up draft quickly and in your own positions. Your lawyer's time goes on the clauses that carry real risk, not on reading boilerplate.

Results from a real build

[CASE STUDY] We only publish results we can name and check with the client.

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Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.