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Law firms pilot v0.1.0

Cabinet Style Drafter

Drafts new legal acts following EXACTLY your firm's conventions — vocabulary, structure, opening recitals, citation format, even capitalisation. Learns from your historical corpus of template acts, not from a generic style.

Measured gain
45-55 min
par acte (vs relecture manuelle senior)

A junior's draft typically needs 45-55 min of partner review to align it with the firm's style. Cabinet Style Drafter produces a draft already aligned: review drops to 10-15 min.

The problem

Your firm has a style. No generic LLM respects it.

Today

Generic LLM

Neutral web style, not Braunstein

60-70% of the draft to rewrite to firm style
45-55 min partner review / act
10-15 h / week across 20 acts — senior time
  • · Generic turns of phrase (« mon client », not « le concluant »)
  • · Recitals mispositioned / formulas missing
  • · Case-law citations in the wrong format
  • · Tone out of line with firm habit
Senior rewrites, junior never learns the style
With Cabinet Style Drafter

Cabinet Style Drafter

Indexed on your template-act corpus

10-15 min partner review / act
85-92% firm-style conformity (6-month target)
8-10 h / week recovered — senior time
  • Firm turns of phrase retrieved via search_style_house
  • Similar template acts cited via rag_find_similar
  • Case-law citations in the firm format
  • Draft saved via save_to_sharepoint in the right folder
Junior receives a draft pre-aligned to firm style
How it works

Four steps, from incoming document to human decision.

  1. 1

    Indexing the template-act corpus

    Once and for all: the SharePoint OAuth wizard connects the firm's « Modèles d'actes » folder. 50-200 historical acts are chunked, embedded, classified by type. The Style Bible (explicit conventions in PDF, optional) is ingested.

  2. 2

    Firm discovery (3 person-days, one-shot)

    An LMbox referent (or your Agent-SDK-trained integrator) spends 2-3 video calls with founding partners. Identifies the 20 most important invariants (« PAR CES MOTIFS always in caps », « le concluant, never mon client », etc.). Encoded into the system prompt.

  3. 3

    Junior briefs a new act

    The junior types factual elements: act type (NDA, SaaS contract, commercial lease…), parties, subject, specific constraints. The agent calls search_actes_types to retrieve 5-10 similar acts from the firm.

  4. 4

    Drafting in firm style + saving

    The draft is written following the vocabulary, structure and formulas of the similar acts. Each section cites the template act(s) that motivated its choice. Saved to SharePoint in the client folder + Jira ticket for partner review. Senior review drops to 10-15 min.

Architecture

Tools, connectors, deployment.

Tools (function-calling)

4
  • search_actes_types
  • search_style_house
  • rag_find_similar
  • save_to_sharepoint

Optional connectors

1
  • sharepoint

Each connector activates based on the customer's subscription.

Deployment via the SDK
$ lmbox agent deploy ./cabinet-style-drafter \
    --box BOX-XXX \
    --token "$LMBOX_BOX_API_KEY" \
    --api https://api.lmbox.eu

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 Cabinet Style Drafter 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.