The recent progression of AI brings several challenges to achieve compliance and security. We will discuss topics and ideas on how to ensure that AI practices and programs are done securely and compliantly. It is important that prevent not only data leakage, but also IP leakage. We will explore what this means in the new world of AI and techniques of how to manage it.