The AI Cloud Service Compliance Criteria Catalogue provides AI-specific criteria, which enable an evaluation of the security of an AI service across its lifecycle. The criteria set a baseline level of security, which can be reliably assessed through independent auditors. The catalogue has been developed for AI services that are based on standard machine learning methods and iteratively improve their perfor-mance by utilizing training data.