The AI agent for law firms: save time without betraying secrecy
Case-law research, drafting documents, summarising exhibits, client reception: your AI agent absorbs the repetitive work. Hosted in France — on local inference or an isolated resource — professional secrecy never leaves it. The lawyer keeps the decision.
Updated on
For roughly 9 years: a case-by-case estimate in the order of 10 to 14 months — there is no statutory scale, and it must be adjusted for dependence and sector.
⛓ Sourced · 3 rulings · your files + case-law database
Jurisdiction: specialised commercial courts at first instance; the Paris Court of Appeal alone on appeal.
I am preparing a formal notice and a draft pleading from your templates.
✎ Action · draft ready for review — the lawyer approves
In a law firm, a Blue Lemon Agent agent speeds up legal research, first drafts of documents, case summaries and client reception. It runs on local inference or is hosted in France: the exhibits are never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. The lawyer keeps the decision and the responsibility. Live within a few weeks Your teams write to it from Microsoft Teams, Slack or their email, and your clients reach it on WhatsApp Business, your website chat or email — with no account to create and nothing to install. As these messaging tools are run by third parties, the firm chooses which channels it opens and makes that known to its clients. These connections are included in every plan, at no extra cost, within the number of connections your level includes.
Reference points describing our offer, not results measured at a client. The scale of the gain is confirmed by a pilot on your own scope.
Why AI matters to lawyers — and why they hesitate
Firms are caught between more demanding clients and a growing documentary workload. Consumer AI answers the urgency… at the price of an unacceptable risk to secrecy.
! The issue
Clients expect more responsiveness and transparency, while the repetitive workload at the bottom of the chain keeps growing. Yet many AI solutions amount to entrusting exhibits covered by professional secrecy to a third party, often hosted outside Europe and subject to the Cloud Act.
✓ Our answer
AI is only of interest to a lawyer if it is sovereign and confidential by design. Local inference or an isolated resource hosted in France, systematic human oversight, decisions reserved to the lawyer: the responsiveness gained is never paid for in lost confidentiality.
Confidentiality first: professional secrecy & sovereignty
Professional secrecy is a pillar of the profession. Here is how the architecture of our agents protects it, file by file.
Local inference
The agent can run on a machine in the practice: no document leaves the network, nothing passes through a cloud.
Hosting in France
Otherwise, a dedicated and isolated resource, hosted in France under French law — your data: processing and access within the European Union targeted by the architecture.
Reduced extraterritorial exposure
Secrecy: architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
One isolated resource per practice
No pooling of sensitive data: an environment strictly dedicated to your firm.
Encryption & controlled access
Encryption in transit and at rest, role-based access (RBAC), strong authentication and logging.
AI Act: governed deployment
An agent strictly in support; no automated decision; traceability and human oversight from end to end.
What depends on the architecture chosen These points are not general guarantees: they are settled deployment by deployment, in the quotation.
- The applicable location is that of the architecture set out in the quotation and verified before commissioning.
- Local execution is announced only for the configuration explicitly described and accepted in the quotation.
- The applicable isolation depends on the deployment mode set out in the quotation; no dedicated isolation is presumed.
- The encryption mechanisms in transit and at rest, their components and key management are those documented for the architecture chosen.
- Roles and permissions are configured and accepted for the identities and systems actually connected.
- The events logged, their content, their retention period and who may access them are defined for the deployment chosen.
See the agent at work
5 real situations, taken from those that come up most often. Pick one: the exchange unfolds as it would in your organisation.
A scripted demonstration. These exchanges show how the agent behaves — its sources, its refusals, what it leaves to your teams. Nothing is sent from this page, no model is queried here, and the matters named are fictional. That is precisely what we promise your data.
The behaviours shown here — monitoring, automation rules, routing and reminders — are configured with you during deployment, from your tools, your rules and your thresholds.
The architecture points named in these exchanges — location, local execution, isolation, encryption, role-based access, logging — are not a guarantee attached to the demonstration: they are those of the architecture set out in your quotation, and verified before commissioning.
· Ternois matter — a deadline is running. The other side's submissions were served on 24/07. The time to respond expires in 6 days and nothing is on file.
· Halvex matter — a document has arrived. The other side's exhibit 14, the one missing from the schedule, was served yesterday at 18:12. It contradicts the date on the acceptance record.
· Brissac matter — a signature is missing. The settlement agreement came back from the client without initials on page 3. morning-watch_3-alerts.pdf3 matters · deadlines and documents
⛓ Source · court filing system, schedules, the firm's matters
I have not recomputed it. The rules for counting — the day of service, the deferral of a period ending on a public holiday — call for a check that is yours to make: it is your signature at stake, not mine.
I have prepared the table of deadlines for this file, with the act that starts each one.
✎ Support · sourced deadlines — the computation stays to be checked
What it has already given you back this morning: six days of time on the Ternois matter seen while they are still usable, an exhibit served at 18:12 read before you and set against an acceptance record it contradicts, an un-initialled settlement caught before it went back to the client. Three matters brought back inside the firm's own time, with nobody asking.
The access stays yours: matter by matter, opened by role, logged, withdrawn on a word — and privilege does not leave the firm, local inference or an isolated resource hosted in France. What I prepare, you sign: I gather the documents, I date them, I build the matter's chronology and I locate the tab that grounds each deadline; the computation, the characterisation and the strategy stay your pen — it is your signature at stake, and the time I give back is invested there.
If you want it, this list can reach you every morning at a time you choose, and a deadline within 7 days can send a reminder to the colleague running the matter — then to the supervising partner if it goes unanswered for 48 hours. You set the thresholds, you stop it whenever you like.
✎ Support · monitoring offered — no filings, no guarantee
Two points flagged: the other side's exhibit 14 is relied on in their submissions but absent from the schedule; the date on the delivery note (exhibit 7) contradicts the one on the acceptance record (exhibit 22). summary-note_Sorene-Halvex.pdf3 pages · PDF schedule-of-exhibits.csv47 numbered exhibits
⛓ Source · case exhibits, numbers given
No deadline and no hearing date has been committed to: those are yours to set. disclosure-request-exhibit-14.pdf1 page · to complete
✎ Action · letter to review — the solicitor signs
Three passages left blank: the exact contractual basis, the period allowed and the applicable interest rate — nothing in the file establishes them, and I do not invent them. formal-demand_Martin_v1.pdf2 pages · 3 fields to complete
⛓ Source · Martin file + firm templates
The letter is neither signed nor sent: it is waiting for your approval. formal-demand_Martin_v2.pdf2 pages · interest calculation attached
✎ Action · draft complete — the solicitor approves and signs
I am not booking this appointment. A conflict of interest under the profession's rules is not settled by an agent: the judgement belongs to the solicitor, and where necessary to the Bar.
⛓ Source · the firm's client and matter records
Until you have decided, no appointment is offered and nothing is disclosed to Vernet & Fils.
One more thing, since I ran the check: four prospective clients are waiting for an appointment this week. Two have names close to an opposing party in your live matters. Shall I list them?
And this can become systematic, if you decide so: every new appointment request checked against the client and matter records before any slot is offered.
I would still settle nothing — I would flag it, and the appointment would wait for your judgement. The check warns, it does not decide. match_Delrieu_2-records.pdfcompany numbers, addresses, matters
✎ Support · the facts assembled — the decision stays a professional one
Over the last quarter, 714 enquiries by phone, web form and email. 561 are routine requests and are answered from your practice management data:
· 206 on the progress of a file — last document filed, next date in the diary, document awaited from the client. I quote the date and the exhibit number, without commenting on what the document means;
· 134 on fees — the terms in the signed engagement letter, the instalment schedule, the balance. The engagement letter governs, and I quote it;
· 112 on documents to supply for an open file, listed from what is actually missing;
· 109 on booking a meeting, the address, opening hours, access to the practice.
153 went up to a lawyer, and that split is not negotiable: anything calling for a legal view, an estimate of prospects, a limitation period to characterise, or the opening of a new matter. They arrive with the first-contact sheet already filled in — identity, named opponent, subject, stated urgency — and the conflict check already run, the one we have just done.
What protects privilege: reception runs on the same installation as everything else, hosted in France, and no case document is ever attached to a reception answer — a progress update takes one sentence, it needs no exhibit.
A figure that does not flatter me: of the 561, 19 answers were redone by the secretariat, 15 of them on files where a hearing had been adjourned without the adjournment being entered in the diary. Progress answers now rest on the last document received rather than the last date keyed in; two redone across the following 178 enquiries.
✎ Framework · reception and client relations, from practice management data only
· Sorène / Byram Pharma — employment tribunal, Lyon, 2019, clause struck down for want of financial consideration;
· Néralis / Vallon Diagnostics — Versailles Court of Appeal, 2021, clause upheld, scope narrowed;
· Ostrémis / Ker Santé — employment tribunal, Nanterre, 2023, settled;
· Pharmadis / Groupe Kelmer — Paris Court of Appeal, 2025, judgment reserved.
Pleadings and exhibits attached, with the colleague who ran each matter.
The search is limited to the firm's own matters: nothing is queried outside.
⛓ Source · the firm's matters, 2019-2025
No statement of the law is produced here — these are your matters, not a survey of case law.
I can hand over to your Legal research agent, which queries published sources. Shall I pass it on? clauses-compared_4-matters.pdf4 extracts · linked to the decisions
✎ Support · sourced extracts — the analysis stays yours
No document from your matters was attached: the question is about the law, not about your clients.
✎ Action · handover between agents, scope narrowed to the question
Each decision is cited with its docket number and links to its full text.
I list, I do not comment.
⛓ Source · Légifrance — full text for each decision
The comparison is presented, not concluded — two agents, a single point of supervision, and the decision stays yours. case-law-note_non-compete.pdfdecisions listed · Légifrance links
✎ Support · two agents under one supervision — the solicitor decides
Your case is not here? That is exactly what a 15-minute conversation is for. Book the free audit →
The uses of AI in a law firm
Each use corresponds to an agent we deploy. All of them work in support, subject to your approval.
The practice's memory
Instantly find a piece of information in your files and templates through a document agent.
Reception & client relations
Answer everyday enquiries and route requests through a support agent.
AI customer support agent
Frequent questions, order tracking, level 1 issues: a sovereign AI agent, hosted in France, answering 24/7 and escalating to a person.
On quote View the agent page →Need to go further?
These agents handle a different business process, with their own owner and their own price. They are added to this one.
Legal document agent (litigation)
RAG, deadlines.
Legal document agent (litigation) from 750 € excl. VAT / month Discover the agent →Compliance / regulatory control agent
Business rules, traceability.
Compliance / regulatory control agent from 721 € excl. VAT / month Discover the agent →Sourced business document search
Regulatory and legal bases, doctrine.
Sourced business document search from 905 € excl. VAT / month Discover the agent →HR document management agent
Staff files, compliance.
HR document management agent from 710 € excl. VAT / month Discover the agent →Critical banking compliance agent (KYC/AML)
Regulatory, traceability, audit.
Critical banking compliance agent (KYC/AML) from 746 € excl. VAT / month Discover the agent →AI legal assistant
Case-law research, contract review and drafting, litigation follow-up, answers to the business: your AI agent absorbs the repetitive work of the legal department.
Legal agent (contract / case law search) from 930 € excl. VAT / month Discover the agent →Help with replies
A reply to a parliamentary question, to a letter from an elected representative or to a complaint draws on texts, data and positions already settled.
Help with replies (parliamentary questions, letters from elected members, complaints) from 600 € excl. VAT / month Discover the agent →Document summaries
A three-hundred-page report, a study, a case-law file: reading it in full is not always possible in the time available.
Summarising bulky documents from 565 € excl. VAT / month Discover the agent →In 15 minutes we identify the most relevant agent — without oversizing the project.
How much time can a practice win back?
By automating documentary research and the outline of documents, the firm redirects hours towards advice — the heart of the profession.
The stages of your AI agent project
Audit & scoping
15 minutes to target the use case with the best return.
Quote or direct sign-up
A catalogue offer is bought online; a specific need gets a costed quote.
Design
We design the agent and its guardrails.
Integration & testing
We connect your tools to the agent, which is itself hosted in France.
Rollout
Going live and training your team.
Operation
Continuous supervision and improvement.
Three options, one agent
A legal agent (research, contracts, case law), installed and operated for you. Choose according to how you work. Prices exclude VAT — annual subscription, the time it takes for the gains to settle in.
Four guarantees that matter to a practice
Your questions, our answers
Does AI respect the lawyer's professional secrecy?
Can AI replace a lawyer?
Where is the firm's data hosted?
How are the GDPR and the AI Act taken into account?
What concrete gains for a firm?
Do you have to be a large practice to equip yourself?
How long does it take to deploy an agent?
Which tools can people use to talk to the agent?
Other professions bound by secrecy
Let us estimate the potential in your practice
15 minutes to identify the use case with the best return — hosted in France, supervised, with no commitment.