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AI agent for corporate counsels

Legal Knowledge Precedent Matching Agent

A qualified comparison of precedents for the matter at hand.

Legal Knowledge Precedent Matching Agent: what goes in, what the agent does and what you get

What it does

Lawyers often pick a starting template by its title and miss material differences in structure or context. When a new matter needs a precedent, this agent retrieves candidate precedents from the knowledge base. It compares them clause by clause with the matter requirements, such as governing law, deal structure and parties. When a precedent looks close but covers a different structure, it qualifies it by listing the material differences. It prepares a comparison for the lawyer, who selects the template. The agent gives no legal advice. Edge case: a share purchase template appears ideal by title, but the matter is an asset purchase, so the agent flags the structural difference.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedNo 1 STARTS WHEN Matter needs a precedent 2 USES A TOOL Retrieve candidates 3 USES A TOOL Compare clauses with requirements 4 CHECKS THE RESULT Is the precedent materially aligned? If not: qualify it with the differences. Back to step 3. 5 DOES Prepare the comparison 6 YOU APPROVE Lawyer selects 7 RESULT Precedent suitability packet
Read the steps as a list
  1. Matter needs a precedent
  2. Retrieve candidates
  3. Compare clauses with requirements
  4. Is the precedent materially aligned?If not: qualify it with the differences. Back to step 3.
  5. Prepare the comparison
  6. Lawyer selectsThe agent waits here for your OK.
  7. Precedent suitability packet

How it decides

It does deeper comparison where scope differences are material.

  • Material differences are always flagged.
  • Rank candidates by alignment with requirements, not by title.
  • The lawyer makes the final selection.

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Knowledge base searched
  • Matter requirements compared (default law, structure, parties, risk)
  • Number of candidates shown (default 5)
  • Who selects the precedent

What keeps you in control

It always asks you first

  • Legal advice
  • Final template selection

Hard limits

  • No advice.

It stops when

  • Done: comparison ready.

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensA matter needing a software licence with a Canadian licensee was opened on January 9. The agent retrieved five precedents. The closest by title was governed by English law and had no data protection clause, so the alignment check failed and the agent listed both differences. A second precedent matched more closely. The lawyer reviewed the comparison and selected it on January 10.

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