ISACA Certified Artificial Intelligence Auditor (CAIA) — Question 36

Which of the following processes is MOST important for an organization to have in place to ensure the credibility of AI outputs?

Answer options

• A. User consent
• B. Model alignment
• C. Data governance
• D. Data analytics

Correct answer: C

Explanation

Data governance is essential as it establishes the framework for managing data quality, access, and security, which directly impacts the credibility of AI outputs. While user consent, model alignment, and data analytics are important, they do not provide the foundational structure necessary to ensure data integrity and reliability like data governance does.