AI governance
AI governance frameworks, compared
Before picking a credential or a compliance path, it helps to know what's actually out there. Two frameworks come up constantly in AI governance conversations: NIST's AI RMF and ISO/IEC 42001. Here's what each one actually is.
Framework
NIST AI RMF
The AI Risk Management Framework, published by the U.S. National Institute of Standards and Technology, is voluntary guidance for managing risk across the AI lifecycle. It's organized around four core functions: Govern, Map, Measure, and Manage. There's no certification or audit attached to it: organizations use it as a reference structure for building their own AI risk practices.
Standard
ISO/IEC 42001
Published by ISO, this is a management-system standard for AI, similar in structure to ISO/IEC 27001 for information security. The difference from NIST's framework is certifiability: an organization can implement an AI management system against ISO/IEC 42001 and have it formally audited and certified by an accredited body.
Where they overlap
Guidance vs. certifiable standard
NIST AI RMF
- TypeFramework
- Published byNIST (U.S.)
- CertifiableNo
ISO/IEC 42001
- TypeManagement-system standard
- Published byISO
- CertifiableYes, via audit
Both cover similar ground, governance structures, risk assessment, monitoring, and continuous improvement, just with different levels of formality. Many organizations use NIST's framework as a starting reference and ISO/IEC 42001 as the certifiable target once their program matures.
Where a person fits in
Frameworks need people who can apply them
Neither framework certifies a person, and neither one teaches AI governance from scratch. That's where a credential like AAISM™ fits: it validates that an individual, already an experienced CISSP® or CISM®, can govern, assess risk for, and control AI systems in practice, the exact skill set that applying either framework well requires.
Questions
Framework questions, answered
Is NIST AI RMF mandatory?
No. It's a voluntary framework published by the U.S. National Institute of Standards and Technology. Organizations adopt it as guidance, not as a certification requirement.
Is ISO/IEC 42001 mandatory?
No, it's also voluntary, but unlike NIST AI RMF it's certifiable: an organization can be formally audited and certified against it by an accredited body.
Do I need a certification to use these frameworks?
No credential is required to reference or implement either framework. A credential like AAISM™ validates that a specific person has the AI governance and risk knowledge to help apply them well.
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