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ISACA Advanced in AI Audit Questions 151–155 (page: 32)

Updated On: 12-Sep-2026

Which of the following would be of GREATEST concern regarding an organization's AI program governance?

  1. An AI committee member recently resigned and was not replaced.
  2. There is a high rate of rejected AI use cases compared to those that are approved.
  3. AI risk assessments are completed after use cases are approved.
  4. There is a high turnover of AI subject matter experts assigned to use cases.

Answer(s): C

Explanation:

Performing risk assessments after approving AI use cases means risks are not identified and addressed before deployment decisions are made. This undermines governance by allowing potentially high-risk or noncompliant AI initiatives to proceed without proper evaluation.



When initiating an AI governance program, which of the following is MOST critical to ensure the AI system aligns with organizational objectives and stakeholder needs?

  1. Identifying specific processes for the AI use case
  2. Defining AI regulatory compliance requirements before business needs
  3. Prioritizing AI hardware and infrastructure acquisition
  4. Establishing continuous AI system monitoring

Answer(s): A

Explanation:

Clearly identifying the specific processes and use cases ensures the AI system is directly aligned with business objectives and stakeholder needs from the outset, forming the foundation for effective governance and value delivery.



An organization plans to implement an AI search and chatbot solution provided by an external vendor.
Which of the following is MOST important for an IS auditor to confirm?

  1. Whether the organization or the vendor has the test plan for the solution
  2. Whether the solution is tied to a bilingual evaluation understudy metric
  3. Whether the vendor can provide an independent third-party attestation
  4. Whether the solution effectively enables web integration

Answer(s): C

Explanation:

Independent third-party attestation provides assurance that the vendor’s AI solution meets recognized security, privacy, and control standards, which is critical when relying on an external provider for AI capabilities.



An IS auditor has discovered that an organization's AI system is less accurate than the required threshold and recommends management implement cross-referencing multiple models in order to produce more accurate results. This is an example of which type of risk response?

  1. Avoidance
  2. Transfer
  3. Mitigation
  4. Acceptance

Answer(s): C

Explanation:

Implementing cross-referencing across multiple models reduces the likelihood and impact of inaccurate results by improving overall output reliability, which is characteristic of a mitigation strategy.



A bank is deploying an AI model trained on customer transactions in a multi-cloud environment.
Which of the following BEST supports regulatory compliance regarding data security and privacy?

  1. Data protection impact assessment
  2. Privacy by design
  3. Data residency and sovereignty controls
  4. Data governance framework

Answer(s): C

Explanation:

In a multi-cloud environment, ensuring that data is stored, processed, and transferred in accordance with jurisdictional requirements is critical. Data residency and sovereignty controls directly address regulatory obligations related to data location, security, and privacy.



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