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Law firms pilot v0.1.0

JurisRecall

The firm's living memory. Unified search across internal case archive, internal doctrinal notes / memos, and external case law (Doctrine.fr, Lexbase, Légifrance). Results ranked by relevance, mandatory citation provenance, strict per-user ACL enforcement.

1-2 h
par dossier (vs grep manuel)

Across 100 matters/year/lawyer × 20 lawyers: 2,000-4,000 research hours recovered, ~€500k-1M of time freed. The true differentiator vs. Doctrine.fr: the firm's internal memory, accumulated over 10-20 years.

The problem

« Remember that 2019 Supreme Court ruling on excessive non-compete? » — a firm's memory is worth a fortune, exploited at 5%.

Typical business firm: 200 active matters, 2,000 archived, 5,000 internal notes, dozens of partner-only memos. Finding the **right precedent** takes 30 min to 2 hours for a junior, depending on who remembers what. 60% of the time it's *"we've handled this before, but where is it?"*

Doctrine.fr and Predictice have the external case law (public data). Neither has the **firm's internal memory** — past conclusions, signed transactions, a specific partner's tactical arbitrage on a given subject. That's the firm's true unique asset.

JurisRecall surfaces both corpuses through one search, with strict ACL enforcement (a junior doesn't see partner-only memos) and mandatory citation provenance on every result. No invented rulings, no hallucinated matter references — legal ethics doesn't tolerate bullshit.

How it works

Four steps, from incoming document to human decision.

  1. 1

    Lawyer query

    A precise legal question: « precedents on a 5-year excessive non-compete clause in a tech SME ». Query logged in the audit chain.

  2. 2

    Parallel multi-corpus search

    Agent calls search_dossiers_internes (hybrid RAG + ACL), search_notes_internes (firm doctrinal memos), search_jurisprudence_externe (Doctrine.fr / Lexbase / Légifrance / Dalloz per subscription).

  3. 3

    Strict permission-checking + honest scoring

    check_acces for every internal matter before surfacing. Relevance ★★★★★ → ★ based on clause similarity, jurisdiction, counterparty. No score inflation: 3 ★★★★★ results > 20 ★★ results.

  4. 4

    Structured list + related searches

    Separate sections Internal precedents / External case law / Doctrinal notes. Mandatory provenance (matter ref + lawyer, jurisdiction + ruling number). Suggested alternative reformulations.

Architecture

Tools, connectors, deployment.

Tools (function-calling)

  • search_dossiers_internes
  • search_notes_internes
  • search_jurisprudence_externe
  • check_acces

Optional connectors

  • sharepoint (optional)
  • doctrine (optional)
  • lexbase (optional)
  • legifrance (optional)
Deployment via the SDK
$ lmbox agent deploy ./jurisrecall \
    --box BOX-XXX \
    --token "$LMBOX_BOX_API_KEY" \
    --api https://api.lmbox.eu

Other catalogue agents

Law firms pilot

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
Measured gain · par contrat
All sectors pilot

Meeting Summarizer

Turns a raw meeting transcript (Teams, Zoom, locally-transcribed audio) into a structured CR: decisions made, action items with owner and deadline, open questions.

20-40 min
Measured gain · par réunion

Try JurisRecall 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.