ISACA Certified Artificial Intelligence Auditor (CAIA) — Question 44

Which of the following is the MOST important AI data governance method to protect privacy and data security?

Answer options

• A. Using external data sources for AI training
• B. Developing AI acceptable use policies
• C. Optimizing AI model performance metrics
• D. Implementing periodic monitoring

Correct answer: D

Explanation

Implementing periodic monitoring is essential as it allows organizations to continually assess and manage risks associated with data privacy and security in AI systems. The other options, while important, do not directly address the ongoing oversight necessary to protect data in real-time. Acceptable use policies and performance metrics do not inherently ensure the protection of data without monitoring.