AI Risk Management

AI Risk Management Consultant & Trainer in Geneva

Hallucinations, bias, data leaks, vendor lock-in, model drift: AI risks are numerous and often underestimated. I train your risk, compliance and IT teams to map, assess and mitigate them systematically.

Why AI risk management is a critical competence

AI systems introduce a new category of risks that traditional risk frameworks were not designed to handle. A hallucinating chatbot can give dangerous medical advice. A biased model can discriminate in hiring. A poorly secured AI pipeline can leak training data.

I train your teams on the full AI risk lifecycle: identification (what can go wrong), assessment (how likely and how severe), mitigation (technical and organisational controls) and monitoring (ongoing vigilance in production). We use the NIST AI Risk Management Framework as the baseline, adapted to Swiss regulations and your sector.

For FINMA-supervised institutions, I specifically address the regulator's emerging expectations around AI model risk management.

AI risk is not hypothetical — it is happening now: the question is whether you are managing it proactively.

Example training programmes

AI risk management training formats

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

Mapping

Mapping AI risks

1 dayRisk / compliance / IT

Risk taxonomy, identification techniques and impact assessment for AI systems.

Mitigation

Mitigating technical AI risks

1 dayAI / IT / MLOps

Hallucination detection, bias mitigation, security controls and adversarial testing.

Monitoring

Continuous monitoring

Half dayRisk / MLOps

Production monitoring, drift detection, incident response and reporting.

What I can do for you in Switzerland

Beyond training, I support you across your whole project:

  • AI risk assessment of your current systems and projects.
  • Risk framework design aligned with NIST AI RMF and FINMA expectations.
  • Tailor-made training for your risk and AI teams.
  • Monitoring setup for AI systems in production.

Who it is for

  • Risk managers and risk teams.
  • Banks, insurance companies and fintechs.
  • Compliance and internal audit teams.
  • AI and data teams operating in production.

AI risk management training in Geneva, Lausanne and Zurich

Based in Carouge (Route des jeunes 47B, Canton of Geneva), I deliver on-site training across French-speaking Switzerland — Geneva, Lausanne, Fribourg, Neuchâtel — as well as in Zurich, Berne and Basel, on-site or via virtual classroom. Quotes available in CHF on request.

Frequently asked questions

You may be wondering…

Is the NIST AI RMF relevant in Switzerland?
Yes — it is the most comprehensive AI risk framework available and maps well to Swiss regulatory expectations. We adapt it to your context.
How do you monitor an AI in production?
Through output quality metrics, drift detection, user feedback loops and automated alerting. We cover the full stack.
Which risks are most underestimated?
Data leakage through prompts, model drift after deployment and vendor dependency. We address all three.
How does AI risk management relate to the AI Act?
The AI Act mandates risk management for high-risk systems. Our framework ensures compliance with both the Act and Swiss expectations.
Let's get practical

Take control of your AI risks

Describe your AI landscape and I will design a risk management programme for your Swiss organisation.

Get in touch