Talks & stages
For organizations, AI teams, universities, and events, a talk makes AI's concrete effects discussable: who verifies, who decides, who recovers, and under what conditions.
Prepared talks — grounded in real work.
The point
The talk sells neither fear nor magic. It puts AI back in its place: an object of work that has to be decided on, together, from what actually happens in the activity.
Preparation
Calibrate the audience, start from recent field situations, build a shared vocabulary, then prepare the questions that open the debate rather than close it.
The stages
Leadership teams, universities, professional events, occupational-health expos: the talk holds up in front of demanding, very different audiences. With photos and context.
Choose a format
Short formats to create a shared language. Pricing on request, depending on audience, context, and the decision to prepare.
Pricing on request
Align an audience before a project, transformation, or debate.
Pricing on request
Work through your cases: choose what to test, frame, limit, or refuse.
Interventions
| Date | Stage | Format | Topic |
|---|---|---|---|
| Jun 2026 | Préventica Rennes | Panel | What impact does AI have on working conditions? |
| May 2026 | Foire Agricole de Bras-Panon | Talk | AI from the standpoint of real agricultural work |
| Mar 2026 | French Tech Réunion | Talk | AI agents and real work |
| Jan 2026 | Cinov Ingénierie | Panel | AI and engineering: what delegation changes |
| Nov 2025 | CCI | Conference | AI, work, and decision-making |
| Sep 2025 | UNEP - Union Nationale des Entreprises du Paysage | Conference | AI in landscaping companies |
| Jun 2025 | Préventica | Conference | Health, safety, and quality of work life under AI |
| Apr 2025 | Université Paris 1 Panthéon-Sorbonne | Public talk | Activity ergonomics and complex systems |
| Mar 2025 | AI Lab Internal Offsite | Internal Keynote | Claim-Action-Evidence: Making Silent Agent Failures Visible |
| Feb 2025 | Large French Industrial Group - AI Transformation Committee | Keynote + Workshop | When AI Agents Enter Real Work |
Concrete deliverables — what remains after the stage.
Words in common to open the debate, not close it.
Three angles to make AI discussable in the room.
What to delegate, keep, or refuse.
Audience, context, decision to prepare — pricing on request.
Method
Who is in the room, the context, and the decision the talk must prepare.
Talk or workshop — duration, real cases, expected deliverable.
Field-prepared angle, shared vocabulary, debate opened.
FAQ
What AI transforms in real work: responsibility, supervision, coordination, delegation and the conditions of trust. No product demo, no generic slides — every talk is prepared from recent field situations.
Keynote or workshop, in Réunion and beyond, for a leadership team, an AI team, a professional event or a university. The audience is calibrated upfront: leadership, HR, prevention, line roles.
Named public stages: UNEP, CCI, Cinov Ingénierie, French Tech Réunion, Université Paris 1 Panthéon-Sorbonne, Préventica Rennes, and the Bras-Panon agricultural fair. Details and photos are on this page.
One email is enough: the context, the intended date, the expected audience. Julien replies with a framing — angle, format, duration — before any confirmation.
Invite Julien
Audience, format in mind, decision to prepare. A first exchange to scope the session — talk or workshop.
