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First-pass contract review against a playbook

A reviewed pipeline that checks incoming contracts against your playbook and proposes redlines.

Recommended: ArchitectAgentsCompliance

Best for

  • Legal teams reviewing many similar contracts
  • NDAs, vendor and service agreements with a standard position
  • Teams that already have a written playbook

What you need

  • Your contract playbook with preferred and fallback positions
  • A set of past contracts with your final redlines
  • An approved, secure environment for client documents
  • A lawyer to own sign-off

Starter prompt

Copy it, fill in the parts in square brackets, and paste it into the AI assistant your organisation allows.

You are the clause-review step. You receive one clause from an incoming [contract type] and the matching playbook entry for [company name]. Compare them. Return: Matches, Acceptable fallback, or Deviation. For a deviation, quote the risky wording, explain the risk in one sentence and propose a redline using the playbook's preferred language. If no playbook entry fits, return 'Needs lawyer' and stop. Do not give general legal commentary. Clause: [clause text] Playbook entry: [entry]

How to use it

  1. 1.Write the playbook down

  2. 2.Build the review steps

  3. 3.Evaluate on past contracts

  4. 4.Deploy with sign-off

  1. 1

    Write the playbook down

    Turn your standard positions into clear entries per clause type, with preferred and fallback wording.

  2. 2

    Build the review steps

    One step splits and classifies clauses, another reviews each against the playbook, and a final step assembles a report.

  3. 3

    Evaluate on past contracts

    Run it on contracts you have already negotiated and compare with your real redlines. Track misses and fix them.

  4. 4

    Deploy with sign-off

    Put it into a secure, approved environment. A lawyer reviews every report before anything goes to the other side.

Watch out. Missing one risky clause can cost more than the review saves. Mask personal data where possible, use only approved secure tools, run evaluations regularly and keep a lawyer signing off every review.

What you end up with

Every incoming contract gets a clause-by-clause first pass with proposed redlines for a lawyer to finalise.

Read why AI matters in legal & compliance

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