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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.

Measured gain
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.

Today

Pré-revue manuelle

Le travail que le junior fait à la main

1 h 30 / NDA
× 10 par semaine
15 h hebdomadaires de pré-revue mécanique
  • · Lecture clause par clause (durée, droit applicable, audit, IP…)
  • · Comparaison manuelle au modèle interne du cabinet
  • · Ouverture de 5 onglets sur les dossiers similaires
  • · Rédaction d'un mémo en 3 sections
90 % mécanique · 10 % de vrai jugement
With NDA Reviewer

Pré-revue assistée

L'agent fait le mécanique, l'associé arbitre

5 min / NDA (agent)
+ 3 min d'arbitrage associé
~13 h récupérées chaque semaine
  • Classification 🔴 / 🟠 / 🟡 automatique des clauses
  • Comparaison via search_clause_library
  • Précédents internes cités explicitement
  • Mémo généré, associé décide en 3 min
100 % du jugement revient à l'associé
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)

2
  • search_clause_library
  • search_past_matters

Optional connectors

2
  • sharepoint
  • outlook

Each connector activates based on the customer's subscription.

Deployment via the SDK
$ lmbox agent deploy ./nda-reviewer \
    --box BOX-XXX \
    --token "$LMBOX_BOX_API_KEY" \
    --api https://api.lmbox.ai

LMbox guarantees across the catalogue

Data stays with you

Model and data stay on the customer's LMbox appliance. No patient, contract or invoice data is ever sent to an external cloud.

Audit chain

Every tool call, every agent output is timestamped, hashed and admissible before the regulator (ACPR, ANSM, CNIL, EBA).

Human decision

The agent recommends, the human decides. No auto-signature, no auto-payment: final responsibility stays with the business.

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.