All use cases

Use case · Law firms and legal departments

Every case walled off, every document cited, the law as of the right date.

Letters, formal notices, expert reports, judgments: Ts-Knowledge indexes them along their natural structure, extracts parties, courts and events, and places French law right alongside — as it stood on the date of the facts. Your AI searches it all, without ever crossing the wall around a case.

What a generic AI can't do for a law firm

Among two hundred other cases, the Vasselin law firm is handling SCI Les Tilleuls v. Bâtiloire, a building contractor: a leaking terrace, an expert assessment, a formal notice, a judgment. Three pitfalls come up in every case.

  • An answer cut in half“What deadline did the formal notice give?” Split at random, the letter puts the demand in one excerpt and the deadline in another: the AI only gives half an answer.
  • Today's text for yesterday's factsThe work was accepted in 2021. The article may have changed since — and an AI quotes from memory, when it quotes at all.
  • Two cases getting mixed upAn assistant plugged into the entire file server can end up connecting two clients. For a law firm, that's the unforgivable mistake.

How it's organized

One space per case, with the law right alongside

Each case is a space: its documents, its permissions, its knowledge. Nothing connects two cases — not a search, not an entity, not a key that hasn't been given access to both. French law, meanwhile, doesn't need to be imported anywhere.

SCI Les Tilleuls v. Bâtiloire

Formal notice, expert report, acceptance report, judgment, email exchanges. One space, with its own members and its own keys — no one else's.

The other cases

Each in its own space. A search started in one never surfaces a document from another, and an ID typed in by hand opens nothing.

French legislation

Consolidated codes and statutes from Légifrance — the official French legal database — as a shared library: read-only, by subscription, and kept up to date by the platform.

A library you don't have to build

Several hundred thousand articles, indexed once by the platform and updated from the daily publications of the DILA, the French government's legal publishing office. You add it to your subscription from the catalog, and it's readable right away, alongside your cases.

The law as of the date of the facts

Every article carries its effective and repeal dates. A dated search returns the wording that applied on that day — never two competing versions of the same article.

1 · Find

Documents split along their natural structure

A letter doesn't read like a code, and a judgment doesn't read like an expert report. Each type of document gets its own splitting, so that every excerpt stands on its own — and can be cited.

Letters

A short letter stays whole: demand, deadline and consequence in the same excerpt. A long letter keeps its subject, date, sender and recipient as context for every paragraph.

Expert reports

Cited by section, full path included: “4. Defects › 4.2 Terrace”. A report without headings falls back to its paragraphs, with no invented sections.

Court decisions

Recitals, grounds, operative part. The operative part never shares an excerpt with the grounds: an argument the court rejects never reads as its ruling.

A whole documentWhat deadline did the formal notice give Bâtiloire?
The letter in a single excerpt: remedying the defects, the fifteen-day deadline, and referral to the court if it isn't met.Formal notice · registered letter · March 14, 2025
A sectionWhat does the expert say about the terrace's waterproofing?
The findings and the cause of the defect, with the section they belong to.Expert report · 4. Defects › 4.2 Terrace · p. 12
The operative partWhat did the court order?
The articles of the operative part, and those alone — the parties' arguments stay in the grounds.Judgment · operative part
“I don't know”Was Bâtiloire insured in 2021?
Not enough evidence: no document in the case file says so. Your AI flags it — so you know which document to request, instead of reading an imaginary insurance certificate.

Hybrid search combines meaning and exact wording: an article number, a party's name or a document reference finds its passage just as well as a question in everyday language.

2 · Understand

Parties, facts and their timeline, with the documents to prove it

With the “Legal” template, Ts-Knowledge reads a case's documents and extracts what they assert: who the parties are, who represents whom, which court is hearing the case, which instruments were signed, which events took place — each tied to the document, page and sentence that establish it.

Parties

Individuals and legal entities, their role in the case, their addresses and registration numbers — with the document that mentions them.

Relationships

Party to, represents, opposes, judged by: who stands against whom, and before which court.

Timeline

Signing, formal notice, hearing, judgment, payment: the case's events in order, each with its document.

Documents that disagree

Two documents that give the same company two different registration numbers are flagged, ranked by severity, and never settled for you.

The Tilleuls case timeline

Rebuilt from the documents, with no re-keying. Each line points back to the passage that proves it: at a hearing, you know where every date comes from.

A case file contains many amounts, and that's normal: the legal vocabulary accepts several of them. Declare a “claimed amount” dimension with a single value, and two documents that don't claim the same sum get flagged.

  1. Construction contract signedSCI Les Tilleuls · BâtiloireConstruction contract · p. 1
  2. Work accepted, without reservationsAcceptance report · p. 1
  3. Formal noticeRegistered letter, fifteen-day deadlineFormal notice · registered letter
  4. Expert report filedExpert report · p. 1
  5. InconsistencyBâtiloire's registration numberTwo different numbers in the contract and in the summons2 citations · major

The Knowledge Snowflake

What about a Snowflake for a case?

The Knowledge Snowflake arranges a project into facets, based on a profile: today there is one for fiction series and one for e-commerce. There isn't one yet for a legal case, and we'd rather say so than show you a map that doesn't exist.

What a case already has

The graph of its parties, documents and courts, plus its timeline. Your agent can also ask for a case's map: without a profile, it returns that graph, without facets.

For an in-house legal team

If you manage the rules of an online store — terms of sale, return policy, commitments to customers — the “E-commerce” profile already arranges rules, decisions and partners into a Snowflake, department by department. See the e-commerce use case

3 · Connect

Your AI works on the case — and only on that case

Claude, ChatGPT, Gemini or Mistral connect over MCP with a key that only sees the spaces you open to it: one case, and the French law library. Your AI searches, verifies, then writes — citing every document.

Tilleuls case: when was the work accepted, and which text governed the warranty at the time?

search_knowledge“acceptance of the work” · SCI Les Tilleuls v. BâtiloireAcceptance report · p. 1 · June 2, 2021
search_knowledge“builder's ten-year warranty” · French legislation · as of June 2, 2021Civil Code · articles in force on that date

The work was accepted without reservations on June 2, 2021 Acceptance report, p. 1. Here are the Civil Code articles as they were worded on that dateCivil Code · version as of June 2, 2021 — not as they read today.

report_used_chunks3 excerpts were used

The guarantees a law firm expects

  • One key per case: restricted to the spaces you choose, with only the permissions you check — search and excerpt reading by default.
  • The library is read-only, for everyone, with no exceptions: nobody adds or changes anything in it.
  • What isn't opened doesn't exist: a case outside the key's scope responds exactly like a case that doesn't exist.
  • Ts-Knowledge writes nothing: it provides documents and citations, and your agent does the writing.

Get started in four steps

  1. One space per case

    Create the case's space and invite the people working on it — and only them.

  2. Add the documents

    PDF, DOCX, emails, text: choose the type — letter, report, decision — for the right splitting.

  3. Add French law

    The Légifrance library is added to your subscription from the catalog, and is readable right away.

  4. Connect your AI

    A key restricted to the case and the library, an MCP URL, and your agent works alongside you.

Every request is filtered by account and by space on the server — search, profiles and evidence included.

The right passage of the right document, as of the right date

Create a space for a case, add its documents, and ask your AI the question you were asking yourself as you reopened the file.