Instant Download ISACA : AAIR Exam Dumps
Updated: Sep 13, 2026
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ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Topic 2: AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| Topic 3: AI Risk Management | - Risk identification and assessment for AI systems
|
| Topic 4: Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| Topic 5: Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
ISACA Advanced in AI Risk Sample Questions:
Which of the following is the PRIMARY benefit of aligning AI risk management with existing organizational governance frameworks?
- A. It promotes consistent enterprise-level oversight of AI activities and aligns decisioning with strategic objectives.
- B. It expedites approval processes for compliance with AI laws and regulations.
- C. It emphasizes the development of specialized functional roles and clarifies AI risk responsibility boundaries.
- D. It standardizes AI acquisition processes across organizational business units.
Correct Answer: A 🗳️
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An organization plans to deploy a generative AI system that processes sensitive personal data across multiple countries with varying privacy laws. Which of the following is the BEST course of action to manage legal and regulatory exposure?
- A. Adopt uniform global policies and implement strong encryption of personal data for all cross-border transfers.
- B. Tailor organizational controls to relevant statutory requirements and preserve audit trails to prove adherence.
- C. Remediate regulatory gaps in each jurisdiction through iterative post-deployment updates and model retraining.
- D. Prioritize protection of intellectual property and restrict disclosure of model operations to safeguard assets.
Correct Answer: B 🗳️
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Which of the following is the GREATEST concern when an organization cannot clearly explain an AI system
' s decision-making process and the origin of its inputs?
- A. Heightened reliance on manual review resulting in approval bottlenecks and slower response times
- B. Increased dependence on external AI service providers for managing AI system risk throughout its life cycle
- C. Inability to detect discriminatory or inaccurate outputs that expose the organization to regulatory and reputational risk
- D. Decrease in AI adoption rates within business units who are regularly responsible for critical decisions
Correct Answer: C 🗳️
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A manufacturing organization has implemented an autonomous navigation system for warehouse operations.
Which of the following should a risk practitioner regard as the MOST significant concern?
- A. The deep neural network used by the system contains datasets with proprietary information.
- B. The system is unable to learn from complex situations not encountered during training.
- C. The organization uses outside contractors to address the lack of in-house AI knowledge.
- D. The system is used to accelerate just-in-time warehouse processes.
Correct Answer: B 🗳️
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An organization depends on multiple external suppliers for AI models and training datasets. Which of the following is MOST important to have in place in order to reduce supply chain risk?
- A. Requirement for vendors to provide documentation of model training methods used
- B. Verifiable end-to-end provenance and audit trails for externally sourced artifacts
- C. Appointment of a vendor risk manager with AI expertise to serve as a single point of contact
- D. Standard indemnity clauses in vendor contracts to assign liability responsibilities
Correct Answer: B 🗳️
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