AAIA Verified 2026 Edition

AAIAPractice Test

Master the Advanced in AI Audit (AAIA) with the official PlanetCert Practice Test. Access real exam questions, professional-grade detailed explanations, and our advanced adaptive simulator. Pass your certification exam on the first attempt.

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Exam Information

Official specifications published by ISACA

Exam Format

150 min
90
450
Advanced

Registration

PSI Testing Centers or online proctoring
English, Simplified Chinese, Spanish

Validity

Continuous with CPE requirements
Complete annual CPE requirements; Maintain prerequisite certification (CISA, CIA, or CPA); Adhere to ISACA Code of Professional Ethics

AAIA Exam Topics and Domains

AAIA is organized into 3 weighted domains.

1

AI Governance and Risk

33%

AI Models, Considerations, and Requirements

AI Model Types and ApplicationsBusiness Requirements for AI Solutions
  • Evaluate system/business requirements for AI solutions to ensure alignment with enterprise architecture
  • Evaluate AI solutions to advise on impact, opportunities, and risk to organization

AI Governance and Program Management

AI Governance FrameworkAI Program Management
  • Evaluate the organization's AI policies and procedures, including compliance with legal and regulatory requirements
  • Evaluate whether the organization has defined ownership of AI-related risk, controls, procedures, decisions, and standards

AI Risk Management

AI-Specific Risk AssessmentControl Design and Implementation
  • Evaluate the design and effectiveness of controls specific to AI
  • Evaluate the role and impact of AI decision-making systems on the organization and stakeholders

Privacy and Data Governance Programs

Data Privacy in AIData Governance for AI
  • Evaluate the organization's data governance program specific to AI
  • Evaluate the organization's privacy program specific to AI

Leading Practices, Ethics, Regulations, and Standards for AI

AI Ethics and Responsible AIRegulatory Compliance and Standards
  • Evaluate the organization's compliance with AI-related legal and regulatory requirements
  • Analyze the impact of AI on the workforce to advise stakeholders
2

AI Operations

46%

Data Management Specific to AI

Training Data ManagementData Pipeline Management
  • Evaluate data input requirements for AI models
  • Assess data appropriateness, bias, and privacy concerns

AI Solution Development Methodologies and Lifecycle

AI Development LifecycleMLOps and Model Management
  • Evaluate the AI solution lifecycle for compliance and risk
  • Evaluate algorithms and models for business alignment

Change Management Specific to AI

AI Change ControlConfiguration Management
  • Evaluate the organization's change management program specific to AI
  • Evaluate the organization's configuration management program specific to AI

Supervision of AI Solutions

AI Output MonitoringHuman Oversight
  • Evaluate supervision mechanisms for AI solutions
  • Assess impact of AI decisions on stakeholders

Testing Techniques for AI Solutions

AI Testing MethodologiesModel Validation
  • Evaluate testing techniques specific to AI solutions
  • Assess validation methodologies and results

Threats and Vulnerabilities Specific to AI

AI Security ThreatsVulnerability Management
  • Evaluate threat and vulnerability management programs specific to AI
  • Assess security controls and countermeasures

Incident Response Management Specific to AI

AI Incident ManagementProblem Management
  • Evaluate problem and incident management programs specific to AI
  • Assess response and recovery capabilities
3

AI Auditing Tools and Techniques

21%

Audit Planning and Design

AI Audit PlanningAI-Enhanced Audit Design
  • Utilize AI solutions to enhance audit processes
  • Evaluate impacts and opportunities when integrating AI in audit

Audit Testing and Sampling Methodologies

AI-Driven SamplingTesting Procedures
  • Apply appropriate testing and sampling methodologies
  • Leverage AI for improved testing efficiency

Audit Evidence Collection Techniques

Digital Evidence CollectionAI-Specific Evidence
  • Collect and evaluate audit evidence for AI systems
  • Document findings appropriately

Audit Data Quality and Data Analytics

Data Quality AssessmentAdvanced Analytics
  • Assess data quality for audit purposes
  • Apply data analytics in audit procedures

AI Audit Outputs and Reports

Audit ReportingAI-Enhanced Reporting
  • Produce effective audit reports for AI systems
  • Leverage AI for enhanced reporting capabilities

How do I earn this certification?

Passing AAIA earns the Advanced in AI Audit (AAIA) certification. It sits in the AI Audit Specialization track.

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How to study for this exam?

Use the official PlanetCert Practice Test alongside the study plan below to prepare efficiently for AAIA.

What's changed on this exam?

Current Status
  • ACTIVE
  • Last content update: 2025-06-01
  • Announcement date: 2025-05-19
Updates
  • Generative AI Heavy emphasis on GenAI risks and controls
  • MLOps Domain 2 includes ML lifecycle management
  • AI Governance Frameworks 33% of exam content

Who should take this exam?

Type: certification; Options: CISA • CIA • CPA • ACCA or FCCA • Canadian CPA • Australian CPA or FCPA • Japanese CPA
  • Experience in IT audit or advisory roles
  • Knowledge of AI technologies and implementations
  • Understanding of risk management and governance
  • Familiarity with data governance and privacy regulations

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