AI Governance
What is AI Governance?
The framework of policies, processes, and organisational structures that ensure AI systems are developed and deployed responsibly, ethically, and in compliance with applicable laws and regulations.
Terms that appear alongside ai governance
Each of these is named in at least one of the same controls as ai governance. The number is how many controls name both.
- governance 52 shared controls
- governance framework 27 shared controls
- transparency 13 shared controls
- accountability 12 shared controls
- eu ai act 9 shared controls
- generative ai 8 shared controls
- nist 8 shared controls
- ai safety 8 shared controls
Frameworks that govern ai governance
What the standards actually require on ai governance
Requirements naming ai governance across 6 standards, quoted from the control text.
Set up an ASEAN Working Group on AI Governance to drive and oversee the technical and operational implementation of AI governance action plans in the region.
AIGE-RR-1 · Establish an ASEAN Working Group on AI Governance →Third-Party AI Supplier Assurance addresses the complex AI supply chain where most enterprises consume foundation models + cloud AI services + AI-enabled SaaS rather than build from scratch.
JP-AIG-Third-Party-AI-Supplier-Assurance-Foundation-Model-Provider-AISI-Evaluation-Voluntary-Audit · Japan AI Guidelines Third-Party AI Supplier Assurance + Foundation Model Provider + AISI Evaluation + Voluntary Audit + ISO/IEC 42001 AI Management System + Sub-Processor + Cloud AI Service Provider + Open Source AI Governance →The October 2025 amendment to the CSL (effective 1 January 2026) added provisions promoting the safe development and governance of artificial intelligence within the cybersecurity framework.
CSL-Art2025AI · 2025 Amendment - AI Governance and Development →Global CBPR Forum status + operations + future roadmap. ANNUAL MEETING: Forum Assembly meets at least annually; 2024 + 2025 meetings include UK formal accession + program updates + AI + PET working group outputs + new member accession + Global PRP expansion +...
CBPR-Status-AnnualMeeting-Working-Groups-Future · Global CBPR Forum: Status, Annual Meeting, Working Groups and Future Roadmap →HKMA SPM status + Hong Kong International Financial Centre (IFC) positioning + future. ADOPTION: ~150+ HKMA AUTHORISED INSTITUTIONS (AIs) subject to SPM + module-by-module compliance;
HKMA-SPM-Status-Industry-Adoption-Future · HKMA SPM Status, Industry Adoption, Hong Kong International Financial Centre Positioning and Future →Governance + Culture + Integration cover organisational elements supporting IEEE 7000 implementation. Per public IEEE 7000-2021 abstract + Wikipedia + academic literature (full IEEE text NOT reproduced): governance + roles including: AI Ethics Officer + Ethics...
IEEE7000-Governance-Culture-Integration-Measurement-Accountability-Roles · IEEE 7000 - Governance + Culture + Roles + Training + Integration with System Engineering + Measurement + Improvement + Accountability Framework for AI →Questions people ask about ai governance
What is AI Governance?
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See how AI Governance applies across compliance frameworks
Our platform maps 686 frameworks with 311K cross-framework control mappings. Explore how this concept is addressed across standards.