AI Standards & Governance
Find frameworks for managing AI risk and oversight.
Use these resources to assign responsibilities, document decisions, and choose evidence to collect before and after deploying an AI system.
18 resources
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AI Playbook for the UK Government
Practical guidance for selecting, deploying, and managing AI in UK public services.
Government Digital Service, United Kingdom · Free official web guide -
Assessment List for Trustworthy Artificial Intelligence
A self-assessment questionnaire for examining whether an AI system follows trustworthy AI principles.
European Commission · Free official self-assessment -
Canada Algorithmic Impact Assessment
A questionnaire for assessing the impact of automated decisions under Canada's federal directive.
Treasury Board of Canada Secretariat · Free guidance and online questionnaire from the Government of Canada -
Canada Directive on Automated Decision-Making
Federal requirements for assessing and overseeing automated administrative decisions in Canada.
Treasury Board of Canada Secretariat · Free official directive and supporting resources -
EU Artificial Intelligence Act
The EU regulation establishing rules for AI systems and general-purpose AI models.
European Parliament and Council of the European Union · Free official regulation text -
EU General-Purpose AI Code of Practice
A voluntary code to help general-purpose AI model providers address specific obligations under the EU AI Act.
European Commission · Free official code and supporting documents -
ISO/IEC 23894:2023 AI Risk Management Guidance
International guidance for integrating AI-specific risk management into an organization's work.
ISO and IEC · Publisher preview and paid full standard -
ISO/IEC 42001:2023 AI Management Systems
An international requirements standard for operating and improving an organizational AI management system.
ISO and IEC · Publisher preview and paid full standard -
NIST AI Risk Management Framework 1.0
A voluntary framework for identifying and managing AI risks throughout the life of a system.
National Institute of Standards and Technology · Free publication from NIST -
NIST AI RMF Playbook
A companion to the NIST framework with example actions and records for managing AI risk.
National Institute of Standards and Technology · Free online playbook and publisher downloads -
NIST Generative AI Profile (AI 600-1)
A NIST AI RMF companion focused on risks and mitigations specific to generative AI.
National Institute of Standards and Technology · Free publication from NIST -
OECD AI Principles
International principles for trustworthy AI and policy recommendations for governments.
Organisation for Economic Co-operation and Development · Free official reference -
OECD Framework for the Classification of AI Systems
A way to describe AI systems by their context, inputs, models, tasks, and effects.
Organisation for Economic Co-operation and Development · Free publication from the OECD -
Singapore Model AI Governance Framework for Agentic AI
Practical guidance for organizations deploying AI agents that can take actions on people's behalf.
Infocomm Media Development Authority · Free publication from IMDA -
Singapore Model AI Governance Framework for Generative AI
A framework for how model providers, deployers, and other parties can share responsibility for generative AI.
Infocomm Media Development Authority and AI Verify Foundation · Free publication from the co-publisher -
UK Algorithmic Transparency Recording Standard Template
A template for describing algorithmic tools used in public-sector work and the reasons for using them.
UK Government Digital Service · Free spreadsheet template from GOV.UK -
UK Ethics, Transparency and Accountability Framework for Automated Decision-Making
A UK government framework for responsible use of automated decision systems in public services.
Department for Science, Innovation and Technology, United Kingdom · Free official framework -
UK Guidelines for AI Procurement
Guidance for UK public bodies that need to define, evaluate, and monitor an AI procurement.
Department for Science, Innovation and Technology, United Kingdom · Free official guidance
