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Updated: Aug 11, 2026

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ISACA AAIR Exam Overview:

Certification Vendor:ISACA
Exam Name:ISACA Advanced in AI Risk (AAIR)
Exam Number:AAIR
Exam Format:Multiple choice
Related Certifications:CRISC
CISM
CGEIT
Exam Duration:120 minutes
Passing Score:Typically 65% (ISACA standard scaled scoring may apply)
Exam Price:USD 575 (non-member, estimated ISACA standard pricing range)
Available Languages:English
Certificate Validity Period:No fixed expiry (continuing professional education required for maintenance)
Real Exam Qty:100 (estimated)
Sample Questions:ISACA AAIR Sample Questions
Exam Way:Online and testing center delivery options (computer-based exam)
Pre Condition:Recommended: familiarity with IT governance, risk management, and AI/ML fundamentals; related ISACA certifications beneficial
Official Syllabus URL:https://www.isaca.org

ISACA AAIR Exam Syllabus Topics:

SectionObjectives
AI Governance and Strategy- AI governance frameworks and organizational oversight
  • 1. Policy development for AI systems
    • 2. Roles and responsibilities in AI governance
      AI Lifecycle Controls- Controls across AI development lifecycle
      • 1. Model validation and testing
        • 2. Data quality and preparation controls
          AI Risk Management- Risk identification and assessment for AI systems
          • 1. Model risk identification
            • 2. Operational risk in AI deployment
              Regulatory and Compliance Requirements- Global AI regulatory landscape
              • 1. Data protection and privacy regulations
                • 2. Industry standards for AI risk management
                  Ethics, Privacy, and Responsible AI- Ethical AI principles and compliance
                  • 1. Transparency and explainability
                    • 2. Bias and fairness mitigation

                      ISACA Advanced in AI Risk Sample Questions:

                      1. Which of the following is the PRIMARY reason to include contractual requirements for model updates and disclosures from third-party AI suppliers?

                      A) To ensure internal trust in the model's reliability before launching AI-driven innovation efforts
                      B) To ensure timely detection and mitigation of new system risks that could harm individuals
                      C) To determine appropriate access to vendor staff for datasets containing sensitive information
                      D) To guarantee that existing availability targets will be achieved following each update


                      2. A risk practitioner is performing a post-implementation review for an AI system used for credit scoring.
                      Which of the following is MOST important for the risk practitioner to confirm?

                      A) Access token runtime is logged and timestamped.
                      B) Performance metrics are frequently communicated to stakeholders.
                      C) Employees find the AI system easy to learn and use.
                      D) The AI system's decisions are explainable and fair.


                      3. Which of the following is the GREATEST organizational risk when AI performance alerts are not escalated to decision-makers for review and decisioning?

                      A) Loss of traceability from insufficient model decision logging
                      B) Business disruption due to delayed remediation of unstable AI behavior
                      C) Inadequate representation of AI operational risk in governance reporting
                      D) Excessive cost and resource allocation due to redundant mitigation activities


                      4. A risk practitioner is assessing risk in a newly implemented AI system integrated into an organization's business processes. Which of the following is the MOST important consideration for the risk practitioner?

                      A) Escalation and approval protocols for AI mitigation measures
                      B) AI expertise within the organization's risk management function
                      C) Level of existing business process automation prior to AI adoption
                      D) Criticality and impact of decision-making driven by the AI system


                      5. 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 standardizes AI acquisition processes across organizational business units.
                      C) It emphasizes the development of specialized functional roles and clarifies AI risk responsibility boundaries.
                      D) It expedites approval processes for compliance with AI laws and regulations.


                      Solutions:

                      Question # 1
                      Answer: B
                      Question # 2
                      Answer: D
                      Question # 3
                      Answer: B
                      Question # 4
                      Answer: D
                      Question # 5
                      Answer: A

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