Framework Crosswalk
This section provides an informal mapping to common AI governance frameworks and should be reviewed against the official framework text. It does not provide legal advice, formal compliance certification, or deployment approval.
NIST AI Risk Management Framework
Govern, map, measure, and manage AI risks with evidence and monitoring.
ISO/IEC 42001-style concepts
Management system practices for accountability, lifecycle controls, and records.
OECD AI Principles
Human-centered values, transparency, robustness, security, and accountability.
EU AI Act-style risk categories
Risk tiering for high-impact domains and sensitive uses.
Government of Canada-style AIA concepts
Impact assessment, notice, human intervention, reasons, and recourse.