AI risk management

AI risk management trainer in Lyon

Every AI system carries risks — some obvious, many not. I train your teams to identify, assess and control those risks methodically, so AI stays an asset rather than a liability waiting to surface.

Why AI risk deserves a dedicated method

AI introduces risks classic IT governance never had to manage: hallucinations presented as fact, hidden bias, data leakage through prompts, model drift, over-reliance by users. Treating AI like ordinary software misses most of them.

I bring a structured approach: build an AI risk register, assess likelihood and impact, define mitigations and controls, and assign clear ownership. You move from vague unease to a concrete, prioritised risk map you can actually act on.

Name the risk to manage it: most AI incidents trace back to a risk nobody had written down.

Example training programmes

Formats to control your AI risks

Each format is tailored to your level, your sector and your goals.

Map

Build your AI risk register

1 dayRisk / IT / project

Identify and classify the risks of each AI system, by likelihood and impact.

Mitigate

Controls and mitigations

1 dayProject / compliance

Concrete measures against bias, hallucination, leakage and over-reliance.

Monitor

Monitor AI in production

0.5 dayOperations

Indicators and routines to catch drift and incidents early.

What I can do for you

Beyond training, I support you across your whole project:

  • Audit of your AI risk exposure.
  • Tailor-made training for your teams.
  • Implementation / optimisation support.
  • Guidance on adoption and best practices.

Who it is for

  • Risk and compliance teams.
  • IT and security directors.
  • AI project owners.
  • Executives accountable for AI use.

AI risk management training in Lyon, Paris and Geneva

Based in Lyon (80 Cours du Docteur Long), I deliver on-site across the Auvergne-Rhône-Alpes region, in Paris and Geneva, as well as in Marseille, Bordeaux, Toulouse and Nice — and remotely via virtual classrooms, in English or French.

Frequently asked questions

You may be wondering…

How is AI risk different from IT risk?
AI adds risks like hallucination, bias and drift that classic IT risk frameworks don't cover.
What's the biggest everyday risk?
Often data leakage through prompts and blind trust in unverified outputs.
Do we need data scientists for this?
No — the method is accessible to risk and project teams; technical depth is added where useful.
How does this support compliance?
A clear risk register is a cornerstone of AI Act and governance compliance.

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Let's get practical

Get a grip on your AI risks

Tell me about your AI systems: I'll design a tailored AI risk management training.

Get in touch