In this session, I will go through the basics of Azure's AI security features and how the EU AI Act will provide the guardrails for the security professionals and developers to use Azure's AI Services and models included. I will highlight the importance of understanding the main contents' of the EU AI Act and how to practically apply them into the practice by leveraging Azure's capabilities. The continuous development and fostering testing culture is something I support, but definitely the security should be embedded into it and it is possible today, by following AI Security best practices.