Resources/Thematic Collections/Implementation & Best Practices

Implementation & Best Practices

Practical guidance, tools, and standards for implementing AI governance

13
Total Resources
4
Featured
10
Years Covered
Must-Read Papers

Featured Resources

Essential resources in this thematic area

IAPP2025

Right-Sizing AI governance: Starting the Conversation for SMBs

Industry Report

Practical guidance for small and medium businesses on implementing proportionate AI governance without enterprise-scale resources.

GovernanceRiskAccountability
Best for: SME, Individual
World Economic Forum2024

Global AI Action Alliance - Toolkit for Responsible AI Innovation

Industry Report

Practical toolkit providing implementation guidance, assessment tools, and best practices for responsible AI innovation across sectors.

GovernanceRiskAccountability
Best for: Enterprise, SME, Public Sector
Stanford Human-Centered AI Institute2024

Artificial Intelligence Index Report 2024

Industry Report

Comprehensive annual report tracking global AI trends, progress, and challenges across technical performance, policy, economics, and societal impact.

GovernanceTransparency
Best for: Enterprise, Public Sector, Researcher
ISO/IEC2023

ISO/IEC 42001:2023 - Artificial Intelligence Management System

Technical Standard

First international standard for AI management systems, providing requirements and guidance for responsible development and use of AI.

GovernanceRiskAccountability
Best for: Enterprise, SME, Public Sector
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Policy Frameworks

1

International standards

Academic Papers

1

Peer-reviewed research

Technical Standards

2

ISO, IEEE, NIST

Industry Reports

9

WEF, OECD analyses

13 Resources in This Theme

All Resources

Comprehensive collection sorted by year and impact

IAPP2025

Right-Sizing AI governance: Starting the Conversation for SMBs

Industry Report

Practical guidance for small and medium businesses on implementing proportionate AI governance without enterprise-scale resources.

GovernanceRiskAccountability
Best for: SME, Individual
World Economic Forum2024

Global AI Action Alliance - Toolkit for Responsible AI Innovation

Industry Report

Practical toolkit providing implementation guidance, assessment tools, and best practices for responsible AI innovation across sectors.

GovernanceRiskAccountability
Best for: Enterprise, SME, Public Sector
Stanford Human-Centered AI Institute2024

Artificial Intelligence Index Report 2024

Industry Report

Comprehensive annual report tracking global AI trends, progress, and challenges across technical performance, policy, economics, and societal impact.

GovernanceTransparency
Best for: Enterprise, Public Sector, Researcher
ISO/IEC2023

ISO/IEC 42001:2023 - Artificial Intelligence Management System

Technical Standard

First international standard for AI management systems, providing requirements and guidance for responsible development and use of AI.

GovernanceRiskAccountability
Best for: Enterprise, SME, Public Sector
Partnership on AI2023

Responsible AI Practices

Industry Report

Collection of practical approaches and real-world examples demonstrating how organisations implement responsible AI principles in practice.

GovernanceFairnessTransparency
Best for: Enterprise, SME, Public Sector
Journal of Governance & Regulation2023

Future Prospects and Challenges of Integrating AI Within Business Practices of SMEs

Academic Paper

Examines unique opportunities and challenges SMEs face in AI adoption, providing strategic guidance for successful integration.

GovernanceRisk
Best for: SME, Individual
AI Safety Institute (UK)2023

AI Safety Institute (UK)

Industry Report

A UK government institute dedicated to advancing AI safety research, testing, and standards development to ensure safe AI deployment.

Governance
Best for: Public Sector, Enterprise, Researcher
World Economic Forum2023

World Economic Forum

Policy Framework

Developed by the World Economic Forum's AI Governance Alliance, this framework addresses safe systems, responsible applications, and resilient governance through multi-stakeholder collaboration.

Governance
Best for: Enterprise, Researcher
International Organization for Standardization (ISO) / International Electrotechnical Commission (IEC)2023

International Organization for Standardization (ISO) / International Electrotechnical Commission (IEC)

Technical Standard

The world's first AI management system standard published in 2023, providing requirements for establishing, implementing, maintaining, and continually improving AI management systems.

Governance
Best for: Enterprise, Researcher
Center for AI Safety2022

Center for AI Safety

Industry Report

A nonprofit research organization focused on reducing societal-scale risks from AI through technical safety research and advocacy.

Governance
Best for: Enterprise, Researcher
Encode Justice2020

Encode Justice

Industry Report

A youth-led global coalition of 600+ students across 40+ states and 30+ countries advocating for AI governance and human rights protection.

Fairness
Best for: Enterprise, Researcher, Third Sector
AI4ALL2017

AI4ALL

Industry Report

A national nonprofit transforming the AI practitioner pipeline by creating a more inclusive discipline through education and mentorship for underrepresented groups.

Fairness
Best for: Enterprise, Researcher, Third Sector
OpenAI2015

OpenAI

Industry Report

A pioneering AI research organization with a unique nonprofit governance structure ensuring AI benefits all of humanity.

Governance
Best for: Enterprise, Researcher
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