What you'll learn

• Understand AI architectures in trading and operational systems.

• Analyse systemic risks arising from AI-driven market behaviour.

• Distinguish AI Act obligations from financial regulatory requirements.

• Evaluate prudential implications of high-risk AI deployments.

• Assess vendor concentration and AI monoculture systemic risks.

• Apply explainability standards to trading and operational models.

• Design supervisory responses to AI-induced liquidity shocks.

• Integrate RegTech, SupTech, and policy coordination frameworks.