Which framework is described as optimizing resources, achieving benefits, and reducing risks with a structured approach to AI governance?

• A. ISACA COBIT
• B. Skills for AI governance
• C. Data loss
• D. Unpredictability in AI

Answer: (A)

Understanding how a formal governance framework guides AI initiatives by organizing resources, delivering benefits, and reducing risk is what this question is about. The best fit is the ISACA COBIT framework. COBIT is built to govern and manage IT resources in a way that aligns with business goals and creates value. It provides a structured, process-oriented approach with explicit objectives for governance and management, including optimizing the use of resources, ensuring benefits realization from IT investments, and balancing risk. When applied to AI governance, COBIT helps define responsibilities, policies, and controls that govern AI initiatives, ensuring resources are used efficiently, expected benefits are achieved, and risks are mitigated.

The other options aren’t formal governance frameworks. A focus on skills for AI governance refers to capabilities rather than a comprehensive governance structure, and data loss or unpredictability in AI describe risks or characteristics, not a governing framework.