AI governance has moved from a niche concern to a board-level priority, and the certification market has responded. Three credentials come up most often when professionals plan their next move: the AIGP from IAPP, the AAIA from ISACA, and the AAISM from ISACA. They sound similar, but they are built for different jobs. If you are weighing AIGP vs AAIA (or wondering where AAISM fits), the right answer depends less on which credential is "best" and more on the work you actually do.
This guide breaks down each certification by its focus, its ideal audience, and its issuing body, so you can pick the one that matches your role instead of chasing letters that will not move your career.
Quick comparison
| Certification | Focus | Best for role | Issuing body |
|---|---|---|---|
| AIGP | AI governance, policy, and law across the AI lifecycle | Privacy, legal, compliance, policy, and governance professionals | IAPP |
| AAIA | Auditing AI systems and providing assurance | IT auditors and assurance professionals | ISACA |
| AAISM | Securing and managing AI-related security risk | Information security managers | ISACA |
AIGP: the governance and policy credential
The Artificial Intelligence Governance Professional (AIGP) is IAPP's flagship AI credential. It is aimed at the people who set the rules of the road: those who write policy, interpret regulation, and build the frameworks that keep AI systems accountable across their entire lifecycle, from design through deployment and monitoring.
The exam is deliberately broad on governance. It covers major regulatory and standards frameworks including the EU AI Act, the NIST AI Risk Management Framework, and ISO/IEC 42001, along with the legal, ethical, and risk-management dimensions of deploying AI responsibly. If your day involves aligning an organization to emerging AI law, running impact assessments, or advising leadership on responsible AI, this is the credential that maps to your work.
Here are the exam basics to plan around:
- Format: 100 questions
- Time: approximately 2.75 hours
- Passing score: 300 out of 500
- Price: $550, or $375 if you already hold an IAPP certification
The AIGP is the strongest fit for privacy officers, data protection professionals, in-house counsel, compliance leads, and policy specialists who are being asked to own AI governance without necessarily being engineers or auditors.
AAIA: the AI audit credential
ISACA's Advanced in AI Audit (AAIA) is an advanced credential built for the audit and assurance community. Where the AIGP asks "what should our AI policy be," the AAIA asks "how do we test whether the controls actually work." It is oriented toward evaluating AI systems, assessing the risks they introduce, and producing the kind of evidence-based assurance that auditors are trained to deliver.
This is a natural next step for professionals who already work in IT audit and want to extend their skill set to AI-specific systems and controls. If you hold an audit background and your organization is starting to deploy machine learning or generative AI, the AAIA speaks directly to that assurance gap.
Because ISACA updates its exam details, eligibility, and pricing periodically, confirm the current requirements, any recommended experience, and the fee on ISACA's official site before you register. Treat the focus and audience described here as your guide to whether it fits, and verify the specifics directly.
AAISM: the AI security management credential
ISACA's AI Security Management (AAISM) rounds out the trio by concentrating on security. Its subject matter is securing AI systems and managing the security risks that AI introduces, from model and data protection to the operational risks of running AI in production. It is designed for the people accountable for defending these systems rather than governing or auditing them.
The most natural audience is information security managers and security leaders who are folding AI into an existing security program. If you already think in terms of threat models, controls, and risk treatment, and AI is now part of your attack surface, the AAISM is aimed squarely at you.
As with the AAIA, avoid assuming exact prerequisites, question counts, or fees. Check the latest details on ISACA's official site so you register with accurate expectations.
How to choose based on your role
The cleanest way to decide is to match the credential to the hat you wear most often:
- You write policy, interpret regulation, or own compliance. Choose the AIGP. It is the governance and law credential, and it is where privacy and compliance careers naturally extend into AI.
- You audit systems and provide assurance. Choose the AAIA. It builds on an IT audit foundation and targets the assurance questions specific to AI.
- You secure systems and manage security risk. Choose the AAISM. It is the security-management path for AI.
These are not mutually exclusive over a career. A privacy leader might start with the AIGP for the governance grounding, while an auditor moving into a security-heavy role might pair audit and security credentials over time. But for your next exam, pick the one that reflects the work you are hired to do right now. That is the credential that will show up most credibly on your resume and in your day-to-day.
A note on comparing standards and frameworks
One reason these certifications overlap in conversation is that they all touch the same underlying frameworks, especially ISO/IEC 42001 for AI management systems and the NIST AI RMF for risk. The difference is the lens. The AIGP treats those frameworks as governance and legal anchors, the AAIA treats them as criteria to audit against, and the AAISM treats them as inputs to a security program. Knowing which lens you need is most of the decision.
Preparing for the exam
Whichever path you choose, realistic practice questions are the fastest way to find your weak spots before test day. AIGov Prep publishes original, expert-reviewed practice questions built specifically for the AIGP today, with AAIA, AAISM, and ISO/IEC 42001 question sets on the roadmap. You can try 25 free AIGP practice questions to gauge where you stand, and when you are ready to go deeper, review the AIGov Prep plans for full access.
Not sure yet whether the AIGP is your credential? Start with the free set, see how the material feels against your real-world experience, and let that guide your choice. Try 25 free AIGP practice questions and take the first concrete step toward certification today.