AI for Regulated Professions: Use AI Without Breaching Your Ethics
Lawyers, notaries, accountants, healthcare professionals. One day to integrate AI into your daily practice while strictly respecting professional secrecy, your code of ethics and sector-specific AI Act obligations.
What you'll be able to do
Identify AI uses compatible with one's own ethics framework (French Bar, notarial, accounting, medical councils)
Apply a systematic anonymization procedure before any external AI processing
Select the AI model suited to the sensitivity of the data processed (Claude, EU Mistral, local AI)
Configure 2 secure AI workflows on use cases from one's own profession
Document AI uses in accordance with GDPR and AI Act obligations
Present AI practices to one's professional order in case of audit
Program
Ethical and regulatory framework applying to YOUR profession (1h)
- › Professional secrecy: legal sources by profession (French Penal Code art. 226-13, Public Health Code art. L.1110-4, Monetary Code art. L.561-2, Bar law art. 66-5)
- › Up-to-date position of your professional order: CNB lawyers, CSN notaries, OEC accountants, CNOM physicians, ANS healthcare
- › AI Act: uses classified "high-risk" in your sector (healthcare, justice, biometrics)
- › Reinforced GDPR for sensitive data (health, legal, financial)
Choosing the right model by data sensitivity (1h30, demo + workshop)
- › Comparative demo: Claude (Anthropic), GPT (OpenAI), Mistral, local Llama
- › Decision matrix: "can I send THIS to THAT model?"
- › Local AI (Ollama, AnythingLLM): installation demo and first use
- › EU cloud AI (Mistral via OVH/Scaleway, Claude via EU Bedrock): contracts and GDPR guarantees
Anonymization and document preparation (1h, workshop)
- › Manual and automatic pseudonymization techniques
- › Anonymization pipeline with a local LLM
- › Preserving useful contextual elements (roles, dates, amounts)
- › Hands-on workshop: each participant anonymizes a typical document from their profession
Use cases by profession (2h, hands-on workshop in subgroups)
- › Lawyers: multi-decision case law analysis, brief drafting, document anonymization
- › Notaries: deed consistency check, real estate tax research, file sorting
- › Accountants: FEC analysis, client summary note generation, AML alerts
- › Healthcare: report structuring, file anonymization, PubMed bibliographic monitoring
- › Each participant configures 2 operational workflows for their own profession
Documentation and audit defense (45 min)
- › GDPR processing register: AI-adapted template
- › Data Protection Impact Assessment (DPIA): when and how, template provided
- › Auditable trail: what to keep, in what format, for how long
- › Presentation to your order: structuring an AI practices file
Synthesis and personal action plan (45 min)
- › Self-assessment quiz on learning outcomes
- › Personal 30-day implementation plan
- › Continuous resources: ethics monitoring and AI Act updates
- › Open Q&A
Practical info
1 day (7 hours), 2-day option for in-house
Lawyers, notaries, accountants, physicians, pharmacists, nurses, lab technicians, physiotherapists. Any staff member of a regulated firm or institution who wants to use AI daily without risking disciplinary liability.
No technical prerequisites. Practical professional experience and standard digital tool use (email, browser, word processing) is enough.
1 to 8 people (single firm or inter-firm)
30% structured presentation (legal and ethical framework), 70% hands-on workshop on real cases from each participant's profession. Work in subgroups by profession during the métier module (session 4). Each participant leaves with their configured workflows and a documentation kit ready to use.
Entry assessment (online questionnaire, 5 min). Continuous assessment via trainer-evaluated workshops. End-of-training quiz (15 questions, 30 min). Same-day satisfaction evaluation (Qualiopi). Cold evaluation at D+30 then D+60 on real-world application.
Colombani.ai. Training led by Ulysse Trin, Claude Certified Architect (Foundations) issued by Anthropic and Qualiopi-certified provider (NDA 11757549975). Specialized in AI compliance in strict ethical environments.
2 weeks minimum between enrollment and training start.
Pricing on request. Each program is adapted to your situation, contact us for a personalized quote.
Accessibility
Program accessible to people with disabilities. Contact the disability officer in advance to discuss accommodations.
Ulysse Trin — [email protected]
Post-training support
Frequently asked questions
Do all participants need to practice the same profession? +
No, it's actually an asset. The training is designed to work with participants from different regulated professions (lawyers + accountants + healthcare). The common core (legal framework, model selection, anonymization) is shared. The session 4 workshops happen in subgroups by profession.
How is this training funded? +
Several routes depending on status. Self-employed: FIF-PL for lawyers, notaries, physicians, pharmacists, nurses, physiotherapists. Firm employees: OPCO EP (Atlas for accounting, Akto for healthcare per CBA). Healthcare institutions: ANFH or direct funding. We provide the Qualiopi certificate (NDA 11757549975), the program and all documents required to build the funding application.
Will I really know how to use AI in my profession after just one day? +
You will know how to use 2 use cases configured for your profession the very next day. The training targets immediate application on 2 specific workflows, not exhaustive theoretical mastery. Coaching at D+30 secures the transition to real practice. For broader skill development (5 to 8 use cases), we recommend the 2-day in-house format.
What happens if my order publishes a new AI position after the training? +
We track the ethics applicable to each profession and send an update note to past participants when new positions are published (CNB, CSN, OEC, CNOM, ANS). Included in the training at no extra cost, for 12 months after your session.
Does this training replace "AI Compliance: AI Act & GDPR"? +
No, it complements it. "AI Compliance" targets DPOs, IT directors, lawyers: the compliance officer view ("what rules apply, how do I document"). "AI for Regulated Professions" targets the practitioners themselves (lawyers, physicians, notaries): the field view ("how do I use it daily within my ethics framework"). Both can be taken complementarily.
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