Framework overlap

Does NIST AI Risk Management Framework (AI RMF 1.0) cover Canada Artificial Intelligence and Data Act (AIDA)?

You hold NIST AI Risk Management Framework (AI RMF 1.0) and have been told to do Canada Artificial Intelligence and Data Act (AIDA). Here is how much overlaps, control by control.

95% of Canada Artificial Intelligence and Data Act (AIDA) you already have

NIST AI Risk Management Framework (AI RMF 1.0) already covers about 95% of Canada Artificial Intelligence and Data Act (AIDA), leaving 1 of 20 controls as genuinely new work.

Already covered 17 Likely covered 2 New work 1

What is genuinely new work

Nothing in NIST AI Risk Management Framework (AI RMF 1.0) reaches these. This is the list to scope.

AIDA-17
User Redress
Show the 19 you already have
AIDA-1
Scope and High-Impact Systems
AIDA-10
Monitoring and Drift Detection
AIDA-11
Incident Reporting
AIDA-13
Risk Mitigation Measures
AIDA-14
Third-Party AI Components
AIDA-15
Security of AI Systems
AIDA-16
Generative AI Specific Measures
AIDA-19
Audit and Assurance
AIDA-2
Accountability Framework
AIDA-20
Cessation of High-Risk Use
AIDA-3
Harm Assessment
AIDA-4
Bias and Discrimination Mitigation
AIDA-5
Data Governance
AIDA-6
Transparency to Users
AIDA-7
Public Reporting
AIDA-8
Human Oversight
AIDA-9
Robustness and Validation
AIDA-12
Record Keeping
AIDA-18
Training and Competence

How this is calculated

Already covered means a mapping runs from a control in NIST AI Risk Management Framework (AI RMF 1.0) to that control. Likely covered means no direct mapping exists but both frameworks map to the same control in a third standard. New work means neither. We keep those separate rather than adding them into one friendlier number, because blending them would present a two-hop inference as a verified fact.

Coverage is not symmetric. Run it the other way and you will get a different number; both are correct.

From 332,959 cross-framework control mappings across 723 frameworks, 531 of them verified against their source documents. It does not tell you that you are compliant: a mapped control means the two standards ask for the same thing, not that you have done it.

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