01.
First conversation, no stopwatch.
No quote without listening. I take the time needed for "yes I want AI" to become "let's talk about your real needs". This is also when the risks you haven't seen surface.
Murphy Conseil, Tudual Lucas Huon
Murphy's Law, in reverse.
Anything that can go wrong will go wrong. That's the law. My work is its inversion: anticipating failures before they happen, or correcting them surgically when they already have.
01, What I do
Listen, frame, decide together. If the solution holds, the tool is built with you and walks out with you in full.
AI, law, crisis communication are terrains. The craft is advisory.
Compliance
GDPR at design, not as an annex clause.
Every architecture builds GDPR analysis in from the start, not at the end of the project. Technical choices are made with compliance constraints in mind. The guarantees sit in the code, not in an annex document.
AI has made the technical side simpler, provided you have a clear vision of what you want. The design phase hasn't moved. It has actually gained weight, now that everyone has access to the tool.Tudual Lucas Huon
02, Method
Four movements, no shortcut.
No execution before validation. No residual dependency after delivery.
02.
Architecture on paper.
I hand you a design document before any execution. Every choice is documented and justified. Open decision points are exposed, not hidden.
03.
Execution on validation.
Never before.
04.
Full handover.
GitHub repository, rationale guide, twelve months of minor changes included. No subscription. You walk away with the tool and the understanding of its limits.
03, Engagements
Two ways to come see me.
I work from both ends.
I., Upstream
Prevention.
You come early, to build cleanly.
II., Downstream
Back on track.
You come late, with a tool that has turned against you: a prompt that hallucinates, a site that doesn't convert, a document that creates a legal problem, a deliverable that doesn't hold up. I pinpoint the conceptual flaw. I fix it.
A lawyer contacts me the day before her deadline. Her AI‑generated report is mostly wrong. Prompt audit: no temporal anchoring, the model was surfacing dated sources as if they were current.
I added a diachronic search line anchored in 2026. The prompt now returns verifiable results. Fixed before submission.
04, What clients say
On the record.
급하게 이력을 정리해 사이트를 만들어야 하는 상황에서, Murphyconseil의 도움을 받아 AI툴을 사용해 빠른 시간 내에 원하는 퍼포먼스를 낼 수 있었습니다. 큰 오류나 문제 없이 제가 원하는 방향으로 내용을 정리할 수 있었고, 제가 생각하지 못했던 발생 가능한 문제를 미리 짚어주어서 사전에 방지할 수 있었습니다. 감사합니다.
Translation: In an urgent situation where I needed to organise my career history and build a site, Murphy Conseil's guidance helped me get the performance I wanted in record time. I could structure the content in the direction I wanted without major errors, and potential problems I had not thought of were anticipated and prevented in advance. Thank you.
Sue South Korea, April 2026 Verified Trustpilot review
J'ai récemment travaillé avec Tudual Lucas Huon (Murphy Conseil) sur le développement d'un agent IA et l'expérience a été excellente de bout en bout. Très professionnel, à l'écoute, d'une réactivité rare. Les délais annoncés ont été tenus, la tarification est vraiment compétitive, et le rendu final est à la hauteur des attentes. Impressionnant de voir un tel niveau porté par une seule personne. Je recommande.
Translation: I recently worked with Tudual Lucas Huon (Murphy Conseil) on building an AI agent, and the experience was excellent from start to finish. Highly professional, attentive, with rare responsiveness. Announced deadlines were met, pricing is genuinely competitive, and the final delivery matched expectations. Impressive to see that level carried by a single person. I recommend.
Nathan Hyvernat United States, April 2026 Verified Trustpilot review
05, Research & architecture
Evidence in the open, not a lead funnel.
Publications and open source tools. Advisory remains the craft. Research is its foundation.
03.2026
SSRN paper
User Imprint: Psychological Profiling and Qualified Information in Prolonged Interaction with Large Language Models.
SSRN →
02.2026
Open publication, 46 pages
Legal Prompting Manual. 20,000+ LinkedIn impressions, 49% institutional audience.
Read →
2026
Technical report
Sovereign multi‑LLM architecture for legal work. Seven‑block circuit, Mistral/Claude separation, SecNumCloud hosting.
Read →
2025
Technical note
BCD Framework. Persistent memory architecture for LLMs, two models and structured archive.
Read →
06, Book a call
No quote, without listening.
The first conversation scopes your request before deciding whether there is anything to build, and what.
Book a callNo prices listed: the work delivered is never exactly the work asked for at the outset.