ISACA Certified Artificial Intelligence Auditor (CAIA) — Question 32

For a sales promotion, an AI system sorts customer attributes into several categories by analyzing transaction history. Verifying which of the following would BEST validate the effectiveness of this process?

Answer options

• A. Stress tests are regularly conducted to maintain consistent AI performance.
• B. The applied methodology adequately reflects business objectives.
• C. Sensitive attributes are converted to other data types prior to input.
• D. Sampling of AI output is conducted to identify unusual decisions.

Correct answer: B

Explanation

Option B is correct because aligning the AI methodology with business objectives ensures that the system is effectively meeting its intended goals. Options A, C, and D, while relevant to AI performance and data handling, do not directly address the validation of the methodology in relation to achieving business outcomes.