Services
Specialized consulting and training services for AI safety and risk assessment
Technical classification and knowledge transfer
I provide a clear, technical understanding of where AI systems can realistically fail and how risks in modeling, data, evaluation and deployment can be identified and reduced early on.
I translate complex safety principles into actionable guidance so that tech, product, and governance teams can make informed decisions independently.
Result:
Teams understand the technical risks of their AI applications, know which measures are relevant, and can operate AI systems more safely, robustly, and transparently.
Sparring and technical support
I support teams in realistically evaluating AI risks, setting priorities, and making evidence-based decisions.
Typical topics include:
• Interpreting model and system risks in the product
• Supporting safety arguments and technical evidence
• Prioritising safety-relevant measures
• Translating technical risks into governance structures and decision processes
• Supporting the creation of internal guidelines and best practices
Outcome:
Teams gain clarity on what is truly relevant, where flexibility exists, and how to evolve AI systems towards higher robustness, safety, and traceability.
Risk assessment and product safety
I provide a structured, technical analysis of the AI system and a clear classification of its risks.
Based on this, I design effective risk-mitigation strategies and suitable monitoring and control mechanisms.
Outcome:
A prioritized, technically grounded overview of the system's risks and concrete measures to improve stability, safety, and reliability.