AI TRiSM, introduced by Gartner, is a comprehensive framework designed to manage trust, risk, and security in AI applications throughout their lifecycle. It features a hierarchical security structure akin to a pyramid, ensuring secure and accountable operations through layers such as Traditional Technology Protection, Infrastructure and Stack, Information Governance, AI Runtime Inspection and Enforcement, and AI Governance. With market trends indicating a shift in responsibility for AI security to engineering teams and budgets moving under CTO or CIO oversight, AI hosting providers are expanding TRiSM services, and market consolidation is occurring among governance and runtime platforms. Duality, a company highlighted in the discussion, aligns with this framework by providing privacy-enhancing technologies (PETs) and Confidential Computing, enabling secure and privacy-preserving data operations, although it does not cover all aspects of AI TRiSM. The framework aims to address both traditional security measures and emerging AI-specific risks to safeguard sensitive information and ensure ethical AI use.