The European Insurance and Occupational Pensions Authority (EIOPA) has issued an Opinion to National Competent Authorities clarifying how existing insurance-sector rules should be interpreted and supervised when insurers use artificial intelligence (AI) systems. The supervisory expectations follow a risk-based and proportionate approach and are intended to support supervisory convergence and provide market clarity, without creating new requirements. The Opinion explains how technologically neutral governance and risk-management provisions in sectoral legislation, including the Insurance Distribution Directive and the Solvency II Directive, apply in the context of AI. To avoid regulatory complexity, AI systems classified as high-risk or prohibited under the European Union’s AI Act are excluded from the Opinion’s scope, including high-risk systems for risk assessment and pricing in life and health insurance. The framework highlights considerations such as data governance, record-keeping, fairness, cyber security, explainability and human oversight. EIOPA plans further, more detailed analysis of specific AI systems and emerging issues in insurance and will issue additional guidance where appropriate.