ISACA AAIR : ISACA Advanced in AI Risk

Exam Code: AAIR
Exam Name: ISACA Advanced in AI Risk
Updated: Oct 28, 2026 Q & A: 182 Questions and Answers

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ISACA AAIR Exam Syllabus Topics:

Section	Objectives
Topic 1: AI Lifecycle Controls	- Controls across AI development lifecycle 1. Data quality and preparation controls 2. Model validation and testing
Topic 2: Regulatory and Compliance Requirements	- Global AI regulatory landscape 1. Industry standards for AI risk management 2. Data protection and privacy regulations
Topic 3: AI Governance and Strategy	- AI governance frameworks and organizational oversight 1. Roles and responsibilities in AI governance 2. Policy development for AI systems
Topic 4: AI Risk Management	- Risk identification and assessment for AI systems 1. Model risk identification 2. Operational risk in AI deployment
Topic 5: Ethics, Privacy, and Responsible AI	- Ethical AI principles and compliance 1. Bias and fairness mitigation 2. Transparency and explainability

ISACA Advanced in AI Risk Sample Questions:

Question #1

An organization has deployed an AI system to automate critical data analysis functions. Which of the following is the MOST appropriate way for the risk practitioner to assess the multiple sources of risk associated with this situation?

A. Prioritize the risk factors most likely to generate substantial harm.
B. Document the exploitable technical limitations of all AI system components.
C. Quantify the financial impact of competitors ' realized risk events on AI initiatives.
D. Rate each risk factor independently as a basis for ordering mitigation actions.

Reveal Solution Discussion 0

Correct Answer: A 🗳️