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Law firms pilot v0.1.0

NDA Reviewer

Reads each incoming NDA, identifies non-standard clauses against the firm's internal template library, drafts an amendment memo for the responsible partner.

1 h 30
par contrat

Pre-review phase shrunk from 1h30 to 5 min. The partner always keeps the final decision; the agent does the mechanical clause-by-clause comparison.

The problem

An NDA pre-review takes 90 minutes, often pushed to the day before signing.

Every firm has an internal NDA template and a body of negotiated amendment precedents. A junior reads the term clause, the governing law clause, the audit rights clause — manually compares each to the template, opens 5 tabs on similar matters, drafts a 3-section memo.

The same task, repeated 10 times a week in a 30-lawyer business firm. **That's 15 hours per week of mechanical pre-review**, 90% of which is "this clause matches the template, sign it".

NDA Reviewer takes that mechanical phase off the table. The agent flags clauses 🔴 blocking / 🟠 to negotiate / 🟡 to verify, cites the internal references, and hands control back to the partner on the 10% that deserves a human decision.

How it works

Four steps, from incoming document to human decision.

  1. 1

    NDA arrives

    PDF, DOCX or plain text. Email or watched folder.

  2. 2

    Classify + extract operative clauses

    Agent identifies the type (unilateral / mutual / MNDA), extracts the Confidential Information definition, duration, governing law, exceptions, audit rights, non-solicit, IP.

  3. 3

    Template comparison + flagging

    Via the `search_clause_library` tool, each clause is compared to the firm's internal template. Deviations are flagged 🔴 / 🟠 / 🟡 with an explicit citation of the internal reference.

  4. 4

    Memo + human decision

    4-section memo: summary, non-standard clauses with risk table, recommended amendments, prior matters. The partner decides in 3 min.

Architecture

Tools, connectors, deployment.

Tools (function-calling)

  • search_clause_library
  • search_past_matters

Optional connectors

  • sharepoint (optional)
  • outlook (optional)
Deployment via the SDK
$ lmbox agent deploy ./nda-reviewer \
    --box BOX-XXX \
    --token "$LMBOX_BOX_API_KEY" \
    --api https://api.lmbox.eu

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Try NDA Reviewer on the public demo.

One-click sign-in. You see the agent installed on a real LMbox, with its system prompt loaded and audit chain live.