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Singapore Model AI Governance Framework (2nd Edition)

Self-Assess
Singapore
v2nd Edition (2020)
4 domains
16 controls

Singapore's Model AI Governance Framework (2nd Edition, 2020), published by the Infocomm Media Development Authority (IMDA) and Personal Data Protection Commission (PDPC), provides detailed guidance for organisations deploying AI responsibly. It translates ethical AI principles into implementable practices across four areas: internal governance, determining AI decision-making model, operations management, and stakeholder interaction. Accompanied by the AI Verify testing framework for verifying AI governance claims.

Verified

Framework summaries on this platform are AI-assisted interpretations for educational and compliance planning purposes. They do not reproduce or replace the official standards. Refer to the authoritative source for the definitive text. Framework names and trademarks belong to their respective organisations.

Framework Domains (4)

Determining AI Decision-Making Models

4 controls
Controls in the Determining AI Decision-Making Models domain of Singapore Model AI Governance Framework (2nd Edition) — 4 controls
CodeTitle
AIGF-2.1Human-in-the-Loop
AIGF-2.2Human-on-the-Loop
AIGF-2.3Human-out-of-the-Loop
AIGF-2.4Risk-Severity Assessment

Internal Governance Structures and Measures

4 controls
Controls in the Internal Governance Structures and Measures domain of Singapore Model AI Governance Framework (2nd Edition) — 4 controls
CodeTitle
AIGF-1.1Risk Management and Internal Controls
AIGF-1.2AI Ethics Governance Body
AIGF-1.3Data Management
AIGF-1.4Algorithm Design and Training

Operations Management

4 controls
Controls in the Operations Management domain of Singapore Model AI Governance Framework (2nd Edition) — 4 controls
CodeTitle
AIGF-3.1Minimising Bias in Data
AIGF-3.2Explainability
AIGF-3.3Repeatability and Traceability
AIGF-3.4Regular Tuning and Monitoring

Stakeholder Interaction and Communication

4 controls
Controls in the Stakeholder Interaction and Communication domain of Singapore Model AI Governance Framework (2nd Edition) — 4 controls
CodeTitle
AIGF-4.1General Transparency
AIGF-4.2Accessible Communication
AIGF-4.3Feedback Mechanisms
AIGF-4.4Disclosure of AI Use

Maps to 341 other frameworks

16 total controls
EU Digital Services Act — Online Gaming Platform Requirements
4 source controls mapped|3 target controls covered
25%
China AI Regulations
4 source controls mapped|9 target controls covered
25%
OECD AI Principles
4 source controls mapped|6 target controls covered
25%
Australia AI Ethics Framework
4 source controls mapped|9 target controls covered
25%
IEEE 7000
4 source controls mapped|9 target controls covered
25%
Singapore AI Governance Framework
4 source controls mapped|9 target controls covered
25%
Japan AI Guidelines
4 source controls mapped|9 target controls covered
25%
Brazil AI Framework
4 source controls mapped|6 target controls covered
25%
UK AI Regulation Framework
4 source controls mapped|6 target controls covered
25%
EU AI Act
4 source controls mapped|6 target controls covered
25%
EDM Council DCAM — Data Management Capability Assessment Model
4 source controls mapped|5 target controls covered
25%
ISO/IEC 23894:2023
4 source controls mapped|5 target controls covered
25%
ISO 42001
4 source controls mapped|9 target controls covered
25%
EU Digital Services Act
3 source controls mapped|2 target controls covered
19%
ICH E6(R3) — Good Clinical Practice
3 source controls mapped|2 target controls covered
19%
Canada Artificial Intelligence and Data Act (AIDA)
3 source controls mapped|2 target controls covered
19%
UNESCO Recommendation on the Ethics of AI
3 source controls mapped|5 target controls covered
19%
Colorado AI Act (SB 24-205)
3 source controls mapped|4 target controls covered
19%
ASEAN Guide on AI Governance and Ethics
3 source controls mapped|4 target controls covered
19%
OECD AI Principles (2024 Update)
3 source controls mapped|3 target controls covered
19%
South Korea Korea Internet Self-Governance Organisation (KISO) Code of Ethics
3 source controls mapped|2 target controls covered
19%
GAMP 5 — Good Automated Manufacturing Practice
3 source controls mapped|4 target controls covered
19%
NIST AI Risk Management Framework (AI RMF 1.0)
3 source controls mapped|4 target controls covered
19%
NIST AI 600-1 Generative AI Profile
3 source controls mapped|4 target controls covered
19%
RICS Professional Standards — Data and Technology in Property
3 source controls mapped|2 target controls covered
19%
WHO Global Strategy on Digital Health 2020-2025
3 source controls mapped|2 target controls covered
19%
PIC/S Guide to Good Manufacturing Practice for Medicinal Products
2 source controls mapped|4 target controls covered
13%
GS1 Global Standards — Supply Chain Traceability and Data Security
2 source controls mapped|3 target controls covered
13%
3GPP Security Architecture (TS 33.501 — 5G Security)
2 source controls mapped|3 target controls covered
13%
AS9100D:2016 — Quality Management Systems for Aviation, Space, and Defence
2 source controls mapped|8 target controls covered
13%
WCO Authorised Economic Operator (AEO) Framework
2 source controls mapped|3 target controls covered
13%
NRF Cybersecurity and Data Privacy Framework (National Retail Federation)
2 source controls mapped|6 target controls covered
13%
NIS2 Directive Implementing Acts
2 source controls mapped|4 target controls covered
13%
WCO SAFE Framework of Standards to Secure and Facilitate Global Trade (2021)
2 source controls mapped|3 target controls covered
13%
Customs-Trade Partnership Against Terrorism (C-TPAT)
2 source controls mapped|3 target controls covered
13%
EU Critical Raw Materials Act (Regulation (EU) 2024/1252)
2 source controls mapped|3 target controls covered
13%
EU Chips Act (Regulation (EU) 2023/1781)
2 source controls mapped|3 target controls covered
13%
UK Telecommunications (Security) Act 2021
2 source controls mapped|3 target controls covered
13%
NIST SP 800-171A Rev 3 — Assessing CUI Security Requirements
2 source controls mapped|5 target controls covered
13%
AS9100D — Aerospace Quality Management System
2 source controls mapped|6 target controls covered
13%
ISO/IEC 27003:2017
2 source controls mapped|6 target controls covered
13%
EU Medical Devices Regulation (MDR 2017/745)
2 source controls mapped|3 target controls covered
13%
ISO 15189:2022 — Medical Laboratories Requirements for Quality and Competence
2 source controls mapped|4 target controls covered
13%
IEC 62304:2015 Medical Device Software Lifecycle Processes
2 source controls mapped|3 target controls covered
13%
ISO/IEC 25012:2008 — Data Quality Model
2 source controls mapped|4 target controls covered
13%
CDP (formerly Carbon Disclosure Project)
2 source controls mapped|4 target controls covered
13%
CIRCIA (Cyber Incident Reporting for Critical Infrastructure Act)
2 source controls mapped|1 target controls covered
13%
Vermont Artificial Intelligence and Consumer Data Act (AICDA)
2 source controls mapped|2 target controls covered
13%
Automotive SPICE (ASPICE) v4.0 — Process Assessment Model
2 source controls mapped|3 target controls covered
13%
UNICEF Policy Guidance on AI for Children (2021)
2 source controls mapped|3 target controls covered
13%
Kids Online Safety Act (KOSA)
2 source controls mapped|3 target controls covered
13%
UK Online Safety Act 2023
2 source controls mapped|1 target controls covered
13%
Digital Economy Partnership Agreement (DEPA)
2 source controls mapped|1 target controls covered
13%
ENISA Privacy Enhancing Technologies (PETs) Guidance
2 source controls mapped|1 target controls covered
13%
UK Age Appropriate Design Code (Children's Code)
2 source controls mapped|1 target controls covered
13%
Global Cross-Border Privacy Rules (Global CBPR) Forum
2 source controls mapped|2 target controls covered
13%
NYDFS Cybersecurity Regulation (23 NYCRR Part 500)
2 source controls mapped|3 target controls covered
13%
Brazil Open Finance (Resolução Conjunta No. 1/2020)
2 source controls mapped|3 target controls covered
13%
BS 65000:2014 — Guidance on Organizational Resilience
2 source controls mapped|5 target controls covered
13%
CSA CCM v4
2 source controls mapped|3 target controls covered
13%
EU Cyber Solidarity Act (Regulation (EU) 2025/38)
2 source controls mapped|2 target controls covered
13%
EU Digital Services Act — Minors Protection Provisions (Regulation 2022/2065)
2 source controls mapped|2 target controls covered
13%
EU Energy Performance of Buildings Directive (EPBD Recast, Directive 2024/1275)
2 source controls mapped|2 target controls covered
13%
EU European Media Freedom Act (EMFA)
2 source controls mapped|2 target controls covered
13%
EU Maritime Single Window Environment Regulation (EU 2019/1239) and EMSA Cybersecurity
2 source controls mapped|2 target controls covered
13%
EU Markets in Crypto-Assets Regulation (MiCA, Regulation 2023/1114)
2 source controls mapped|2 target controls covered
13%
EU Pay Transparency Directive (Directive 2023/970)
2 source controls mapped|2 target controls covered
13%
EU Platform Work Directive (Directive 2024/2831)
2 source controls mapped|2 target controls covered
13%
EU Product Liability Directive (Directive (EU) 2024/2853)
2 source controls mapped|2 target controls covered
13%
EU Seveso III Directive (Directive 2012/18/EU)
2 source controls mapped|2 target controls covered
13%
EU Taxonomy Regulation (Regulation 2020/852)
2 source controls mapped|2 target controls covered
13%
EU Taxonomy for Sustainable Activities (Regulation 2020/852)
2 source controls mapped|2 target controls covered
13%
Spain Organic Law 3/2018 on Data Protection and Digital Rights (LOPDGDD)
2 source controls mapped|2 target controls covered
13%
African Union Malabo Convention
2 source controls mapped|2 target controls covered
13%
Egypt Personal Data Protection Law (Law No. 151 of 2020)
2 source controls mapped|2 target controls covered
13%
Costa Rica Personal Data Protection Law (Law No. 8968)
2 source controls mapped|2 target controls covered
13%
Turkey Personal Data Protection Law (KVKK — Law No. 6698)
2 source controls mapped|2 target controls covered
13%
Ukraine Law on Personal Data Protection (Law No. 2297-VI)
2 source controls mapped|2 target controls covered
13%
Côte d'Ivoire Law on Personal Data Protection (Law No. 2013-450)
2 source controls mapped|2 target controls covered
13%
Uzbekistan Law on Personal Data (No. ZRU-547)
2 source controls mapped|2 target controls covered
13%
Georgia Law on Personal Data Protection (2012)
2 source controls mapped|2 target controls covered
13%
Colombia Data Protection Law (Law 1581 of 2012 — SIC Oversight)
2 source controls mapped|2 target controls covered
13%
Panama Law on Personal Data Protection (Law No. 81 of 2019)
2 source controls mapped|2 target controls covered
13%
Lithuania Law on Legal Protection of Personal Data (2018)
2 source controls mapped|2 target controls covered
13%
Romania Law No. 190/2018 on Data Protection Measures (GDPR Implementation)
2 source controls mapped|2 target controls covered
13%
Montenegro Law on Personal Data Protection (2023)
2 source controls mapped|2 target controls covered
13%
Iceland Data Protection and Processing of Personal Data Act (Act No. 90/2018)
2 source controls mapped|2 target controls covered
13%
Malta Data Protection Act (Cap. 586, 2018)
2 source controls mapped|2 target controls covered
13%
Oman Personal Data Protection Law (Royal Decree 6/2022)
2 source controls mapped|2 target controls covered
13%
Qatar Personal Data Privacy Protection Law (Law No. 13 of 2016)
2 source controls mapped|2 target controls covered
13%
Cambodia Sub-Decree on Personal Data Protection (Sub-Decree No. 134)
2 source controls mapped|2 target controls covered
13%
UNCITRAL Model Law on Electronic Commerce (1996, updated 2005)
2 source controls mapped|2 target controls covered
13%
SQF Code Edition 9 — Safe Quality Food
1 source controls mapped|3 target controls covered
6%
US OFAC Sanctions Compliance Framework
1 source controls mapped|3 target controls covered
6%
FSSC 22000 — Food Safety System Certification
1 source controls mapped|3 target controls covered
6%
21 CFR Part 58 — Good Laboratory Practice (GLP)
1 source controls mapped|1 target controls covered
6%
BRCGS Global Standard for Food Safety Issue 9
1 source controls mapped|7 target controls covered
6%
FDA Quality Management System Regulation (QMSR)
1 source controls mapped|2 target controls covered
6%
DO-178C / ED-12C — Software Considerations in Airborne Systems
1 source controls mapped|3 target controls covered
6%
C-TPAT — Customs-Trade Partnership Against Terrorism
1 source controls mapped|1 target controls covered
6%
ISO/IEC 27006:2024
1 source controls mapped|3 target controls covered
6%
ISO/IEC 17025:2017 — General Requirements for Testing and Calibration Laboratories
1 source controls mapped|3 target controls covered
6%
GLOBALG.A.P. Integrated Farm Assurance (IFA) Standard v6
1 source controls mapped|2 target controls covered
6%
ASIS SPC.1-2009 — Organizational Resilience Standard
1 source controls mapped|2 target controls covered
6%
21 CFR Part 211 — Current Good Manufacturing Practice
1 source controls mapped|3 target controls covered
6%
Norway PDPA
1 source controls mapped|3 target controls covered
6%
Tennessee IPA
1 source controls mapped|3 target controls covered
6%
Iowa Consumer Data Protection Act
1 source controls mapped|3 target controls covered
6%
New Hampshire Privacy Act
1 source controls mapped|3 target controls covered
6%
Peru DPL
1 source controls mapped|3 target controls covered
6%
Jamaica DPA
1 source controls mapped|3 target controls covered
6%
PDPA Thailand
1 source controls mapped|3 target controls covered
6%
Ecuador LOPDP
1 source controls mapped|3 target controls covered
6%
Privacy Act 1988 (Australia)
1 source controls mapped|3 target controls covered
6%
Qatar DPL
1 source controls mapped|3 target controls covered
6%
FERPA
1 source controls mapped|3 target controls covered
6%
UK Data Protection Act 2018
1 source controls mapped|3 target controls covered
6%
Australia My Health Records Act 2012
1 source controls mapped|2 target controls covered
6%
Saudi Arabia PDPL
1 source controls mapped|3 target controls covered
6%
Indiana Consumer Data Protection Act
1 source controls mapped|3 target controls covered
6%
China PIPL
1 source controls mapped|3 target controls covered
6%
EU European Health Data Space (EHDS)
1 source controls mapped|1 target controls covered
6%
India DPDP Act
1 source controls mapped|3 target controls covered
6%
Mexico LFPDPPP
1 source controls mapped|3 target controls covered
6%
Rwanda DPL
1 source controls mapped|3 target controls covered
6%
Philippines DPA
1 source controls mapped|3 target controls covered
6%
Switzerland FADP
1 source controls mapped|3 target controls covered
6%
Mauritius DPA
1 source controls mapped|3 target controls covered
6%
Texas Data Privacy Act
1 source controls mapped|3 target controls covered
6%
Taiwan PDPA
1 source controls mapped|3 target controls covered
6%
UAE PDPL
1 source controls mapped|3 target controls covered
6%
PDPA Singapore
1 source controls mapped|3 target controls covered
6%
Connecticut DPA
1 source controls mapped|3 target controls covered
6%
Argentina PDPA
1 source controls mapped|3 target controls covered
6%
CCPA/CPRA
1 source controls mapped|3 target controls covered
6%
COPPA
1 source controls mapped|3 target controls covered
6%
Indonesia PDP Law
1 source controls mapped|3 target controls covered
6%
ISO 27701
1 source controls mapped|3 target controls covered
6%
NIST SP 800-122
1 source controls mapped|3 target controls covered
6%
Nebraska Data Privacy Act
1 source controls mapped|3 target controls covered
6%
Kenya DPA
1 source controls mapped|3 target controls covered
6%
Nigeria NDPR
1 source controls mapped|3 target controls covered
6%
Liechtenstein DPA
1 source controls mapped|3 target controls covered
6%
China Data Security Law (DSL)
1 source controls mapped|1 target controls covered
6%
EDM Council CDMC — Cloud Data Management Capabilities Framework
1 source controls mapped|1 target controls covered
6%
LGPD
1 source controls mapped|3 target controls covered
6%
Bahrain PDPL
1 source controls mapped|3 target controls covered
6%
PIPEDA
1 source controls mapped|3 target controls covered
6%
Dominican Republic DPL
1 source controls mapped|3 target controls covered
6%
Turkey KVKK
1 source controls mapped|3 target controls covered
6%
Minnesota Consumer Data Privacy Act
1 source controls mapped|3 target controls covered
6%
Oregon Consumer Privacy Act
1 source controls mapped|3 target controls covered
6%
DAMA-DMBOK2 — Data Management Body of Knowledge (2nd Edition)
1 source controls mapped|3 target controls covered
6%
EU Data Governance Act (DGA)
1 source controls mapped|2 target controls covered
6%
Colorado Privacy Act
1 source controls mapped|3 target controls covered
6%
Uruguay DPL
1 source controls mapped|3 target controls covered
6%
Virginia CDPA
1 source controls mapped|3 target controls covered
6%
New Jersey Data Privacy Act
1 source controls mapped|3 target controls covered
6%
Chile DPL
1 source controls mapped|3 target controls covered
6%
Maryland Online Data Privacy Act
1 source controls mapped|3 target controls covered
6%
New Zealand Privacy Act
1 source controls mapped|3 target controls covered
6%
Malaysia PDPA 2010
1 source controls mapped|3 target controls covered
6%
Montana Consumer Data Privacy Act
1 source controls mapped|3 target controls covered
6%
Kentucky Consumer Data Protection Act
1 source controls mapped|3 target controls covered
6%
APPI
1 source controls mapped|3 target controls covered
6%
Vietnam PDPD
1 source controls mapped|3 target controls covered
6%
Hungary Act CXII of 2011 on Informational Self-Determination and Freedom of Information (Info Act)
1 source controls mapped|1 target controls covered
6%
Jordan Draft Personal Data Protection Law (2022)
1 source controls mapped|1 target controls covered
6%
ASEAN Data Management Framework
1 source controls mapped|1 target controls covered
6%
Australia NHMRC National Statement on Ethical Conduct in Human Research
1 source controls mapped|1 target controls covered
6%
NAIC Insurance Data Security Model Law (MDL-668)
1 source controls mapped|1 target controls covered
6%
Iceland DPA
1 source controls mapped|3 target controls covered
6%
ILO Nursing Personnel Convention C149 (1977)
1 source controls mapped|3 target controls covered
6%
EU Anti-Money Laundering Directive (AMLD6 / Directive 2018/1673)
1 source controls mapped|3 target controls covered
6%
ISO 8000 — Data Quality
1 source controls mapped|3 target controls covered
6%
FATF Recommendation 16 — Virtual Asset Travel Rule
1 source controls mapped|3 target controls covered
6%
Privacy by Design (PbD) — Seven Foundational Principles
1 source controls mapped|3 target controls covered
6%
Colombia Habeas Data Law
1 source controls mapped|3 target controls covered
6%
Delaware Personal Data Privacy Act
1 source controls mapped|3 target controls covered
6%
AICPA Privacy Management Framework (PMF)
1 source controls mapped|1 target controls covered
6%
US Gramm-Leach-Bliley Act (GLBA) — Higher Education Safeguards Rule
1 source controls mapped|1 target controls covered
6%
HIPAA Security Rule
1 source controls mapped|1 target controls covered
6%
EU Audiovisual Media Services Directive (AVMSD, Directive 2018/1808)
1 source controls mapped|1 target controls covered
6%
EU Machinery Regulation (Regulation (EU) 2023/1230)
1 source controls mapped|1 target controls covered
6%
EU General Product Safety Regulation (GPSR, Regulation 2023/988)
1 source controls mapped|1 target controls covered
6%
EU Union Customs Code (UCC) — Data Protection and Security Provisions (Regulation 952/2013)
1 source controls mapped|1 target controls covered
6%
MiFID II / MiFIR
1 source controls mapped|1 target controls covered
6%
Chile Personal Data Protection Law (Law No. 21.719)
1 source controls mapped|1 target controls covered
6%
Tunisia Organic Law on Personal Data Protection (Law No. 2004-63)
1 source controls mapped|1 target controls covered
6%
Kazakhstan Law on Personal Data and Their Protection (No. 94-V)
1 source controls mapped|1 target controls covered
6%
Croatia Act on Implementation of the GDPR (Official Gazette 42/2018)
1 source controls mapped|1 target controls covered
6%
Portugal Law No. 58/2019 — Data Protection Implementation Act
1 source controls mapped|1 target controls covered
6%
North Macedonia Law on Personal Data Protection (2020)
1 source controls mapped|1 target controls covered
6%
Uruguay Personal Data Protection Act (Law No. 18.331)
1 source controls mapped|1 target controls covered
6%
Netherlands GDPR Implementation Act (UAVG — Uitvoeringswet AVG, 2018)
1 source controls mapped|1 target controls covered
6%
Utah Consumer Privacy Act
1 source controls mapped|3 target controls covered
6%
China Personal Information Protection Law (PIPL)
1 source controls mapped|1 target controls covered
6%
Zimbabwe Data Protection Act (2021)
1 source controls mapped|1 target controls covered
6%
South Korea PIPA
1 source controls mapped|3 target controls covered
6%
POPIA
1 source controls mapped|3 target controls covered
6%
APEC Cross-Border Privacy Rules (CBPR) System
1 source controls mapped|1 target controls covered
6%
Albania Law on Protection of Personal Data (Law No. 9887, 2008, amended 2014)
1 source controls mapped|1 target controls covered
6%
Singapore Government Instruction Manual on ICT&SS Management (IM8)
1 source controls mapped|3 target controls covered
6%
TNFD Recommendations
1 source controls mapped|4 target controls covered
6%
AASB S2 Climate-related Disclosures
1 source controls mapped|5 target controls covered
6%
ISO/IEC 27557:2022 — Organisational Privacy Risk Management
1 source controls mapped|5 target controls covered
6%
OWASP Top 10:2025
1 source controls mapped|1 target controls covered
6%
Australian Energy Sector Cyber Security Framework (AESCSF)
1 source controls mapped|5 target controls covered
6%
IEC 60601-1 — Medical Electrical Equipment Safety
1 source controls mapped|3 target controls covered
6%
ISO/IEC 23837 — Security Requirements for Quantum Key Distribution
1 source controls mapped|2 target controls covered
6%
UK Defence Standard 05-138 — Cyber Security for Defence Suppliers
1 source controls mapped|1 target controls covered
6%
ISO/IEC 38500:2024 — Governance of IT
1 source controls mapped|1 target controls covered
6%
CSA STAR (Security, Trust, Assurance, and Risk)
1 source controls mapped|1 target controls covered
6%
Aged Care Quality Standards (Australia)
1 source controls mapped|1 target controls covered
6%
COSO Enterprise Risk Management (ERM) Framework (2017)
1 source controls mapped|3 target controls covered
6%
FAA Cybersecurity Framework for Aviation
1 source controls mapped|6 target controls covered
6%
Security of Critical Infrastructure Act 2018 (SOCI)
1 source controls mapped|3 target controls covered
6%
IRM Enterprise Risk Management Framework (Institute of Risk Management)
1 source controls mapped|2 target controls covered
6%
Solvency II
1 source controls mapped|3 target controls covered
6%
ISO 31000
1 source controls mapped|3 target controls covered
6%
FFIEC IT Examination Handbook
1 source controls mapped|3 target controls covered
6%
OSFI B-13
1 source controls mapped|3 target controls covered
6%
NIST Privacy Framework 1.0
1 source controls mapped|3 target controls covered
6%
SWIFT CSP
1 source controls mapped|3 target controls covered
6%
Critical Infrastructure Risk Management Program (CIRMP) Rules 2023
1 source controls mapped|2 target controls covered
6%
IMO Maritime Cybersecurity Guidelines (MSC-FAL.1/Circ.3/Rev.2)
1 source controls mapped|1 target controls covered
6%
HKMA Cyber Resilience Assessment Framework (C-RAF)
1 source controls mapped|3 target controls covered
6%
NIST SP 800-30
1 source controls mapped|3 target controls covered
6%
PSD2 SCA
1 source controls mapped|3 target controls covered
6%
ISO 28001:2007 Supply Chain Security Management
1 source controls mapped|1 target controls covered
6%
EU Markets in Crypto-Assets Regulation (MiCA)
1 source controls mapped|2 target controls covered
6%
Notifiable Data Breaches Scheme (Australia)
1 source controls mapped|1 target controls covered
6%
EU Digital Markets Act
1 source controls mapped|1 target controls covered
6%
FTC Health Breach Notification Rule
1 source controls mapped|1 target controls covered
6%
UK Product Security and Telecommunications Infrastructure Act (PSTI)
1 source controls mapped|1 target controls covered
6%
EAR — Export Administration Regulations
1 source controls mapped|1 target controls covered
6%
European Accessibility Act (Directive (EU) 2019/882)
1 source controls mapped|1 target controls covered
6%
EU Deforestation-Free Products Regulation (EUDR)
1 source controls mapped|1 target controls covered
6%
Ontario Accessibility for Ontarians with Disabilities Act (AODA) — IASR Web Standard
1 source controls mapped|1 target controls covered
6%
EU NIS2 Directive — Energy Sector Cybersecurity Requirements (Directive 2022/2555)
1 source controls mapped|3 target controls covered
6%
US ITAR and EAR — Export Control and Data Security
1 source controls mapped|1 target controls covered
6%
US SEC Digital Assets and Crypto Regulatory Framework
1 source controls mapped|1 target controls covered
6%
Australia Consumer Data Right — Banking (CDR)
1 source controls mapped|1 target controls covered
6%
Australia eSafety Commissioner — Online Safety Expectations for Industry
1 source controls mapped|1 target controls covered
6%
ICH Q10 — Pharmaceutical Quality System
1 source controls mapped|1 target controls covered
6%
PAS 1192-5:2015 — Security-Minded Approach to BIM and Digital Built Environments
1 source controls mapped|1 target controls covered
6%
Canada ITSG-33 — IT Security Risk Management
1 source controls mapped|1 target controls covered
6%
New Zealand Information Security Manual (NZISM)
1 source controls mapped|1 target controls covered
6%
MARS-E — Minimum Acceptable Risk Standards for Exchanges
1 source controls mapped|1 target controls covered
6%
South Korea Cloud Security Assurance Program (CSAP)
1 source controls mapped|1 target controls covered
6%
NRC 10 CFR 73.54 — Nuclear Facility Cybersecurity
1 source controls mapped|1 target controls covered
6%
EU GMP Annex 11 — Computerised Systems
1 source controls mapped|1 target controls covered
6%
SOC for Cybersecurity — Cybersecurity Risk Management Examination
1 source controls mapped|3 target controls covered
6%
EIOPA Guidelines on ICT Security and Governance (2020)
1 source controls mapped|3 target controls covered
6%
IAIS Insurance Core Principles (ICPs)
1 source controls mapped|2 target controls covered
6%
NIST SP 800-82 Rev 3 — Guide to OT Security
1 source controls mapped|1 target controls covered
6%
PCI SSF
1 source controls mapped|3 target controls covered
6%
APRA SPS 220 Risk Management (Superannuation)
1 source controls mapped|3 target controls covered
6%
Own Risk and Solvency Assessment (ORSA) — NAIC Model Act
1 source controls mapped|2 target controls covered
6%
Defence Security Principles Framework (DSPF)
1 source controls mapped|3 target controls covered
6%
Protective Security Policy Framework (PSPF) Release 2024
1 source controls mapped|4 target controls covered
6%
ISO 37000:2021 — Governance of Organizations
1 source controls mapped|2 target controls covered
6%
APRA CPS 220 Risk Management
1 source controls mapped|3 target controls covered
6%
Telecommunications Sector Security Reforms (TSSR)
1 source controls mapped|2 target controls covered
6%
MTCS — Multi-Tier Cloud Security (Singapore)
1 source controls mapped|1 target controls covered
6%
NERC CIP
1 source controls mapped|1 target controls covered
6%
DORA
1 source controls mapped|3 target controls covered
6%
OCC Heightened Standards (12 CFR Part 30, Appendix D)
1 source controls mapped|3 target controls covered
6%
Papua New Guinea National Cybersecurity Policy & Cybercrime Act (2016)
1 source controls mapped|3 target controls covered
6%
Japan FSA Cybersecurity Guidelines for Financial Institutions
1 source controls mapped|3 target controls covered
6%
RBI Cybersecurity Framework for Banks
1 source controls mapped|3 target controls covered
6%
Kuwait National Cybersecurity Framework
1 source controls mapped|3 target controls covered
6%
COSO ERM
1 source controls mapped|3 target controls covered
6%
Lloyd's of London Cyber Insurance Requirements and Underwriting Standards
1 source controls mapped|1 target controls covered
6%
ISO 27019
1 source controls mapped|1 target controls covered
6%
GLBA
1 source controls mapped|3 target controls covered
6%
CFTC System Safeguards (17 CFR 37, 38, 39, 49)
1 source controls mapped|1 target controls covered
6%
GLI-33 — Gaming Laboratories International Event Wagering Systems
1 source controls mapped|2 target controls covered
6%
TISAX — Trusted Information Security Assessment Exchange
1 source controls mapped|2 target controls covered
6%
SWIFT CSCF
1 source controls mapped|3 target controls covered
6%
NIST SP 800-37
1 source controls mapped|3 target controls covered
6%
ISO 27005
1 source controls mapped|3 target controls covered
6%
NIST Cybersecurity Framework 2.0
1 source controls mapped|3 target controls covered
6%
APRA CPS 230 Operational Risk Management
1 source controls mapped|3 target controls covered
6%
Bermuda Monetary Authority (BMA) Cyber Risk Management Code of Conduct
1 source controls mapped|3 target controls covered
6%
Open Banking Security
1 source controls mapped|3 target controls covered
6%
AICPA SOC 1
1 source controls mapped|3 target controls covered
6%
TSA Pipeline Security
1 source controls mapped|1 target controls covered
6%
BSI C5 — Cloud Computing Compliance Criteria Catalogue
1 source controls mapped|1 target controls covered
6%
CISA Cross-Sector Cybersecurity Performance Goals (CPG) 2.0
1 source controls mapped|1 target controls covered
6%
ICMM Mining Principles (2024 Update)
1 source controls mapped|1 target controls covered
6%
NIST Privacy Framework Version 1.0
1 source controls mapped|2 target controls covered
6%
NIS2 Directive
1 source controls mapped|1 target controls covered
6%
ASIC Cyber Resilience Good Practices
1 source controls mapped|2 target controls covered
6%
EBA Guidelines on ICT and Security Risk Management (EBA/GL/2019/04)
1 source controls mapped|2 target controls covered
6%
FFIEC Cybersecurity Assessment Tool (CAT)
1 source controls mapped|2 target controls covered
6%
Oman National Cybersecurity Framework
1 source controls mapped|3 target controls covered
6%
ASD Information Security Manual (ISM)
1 source controls mapped|1 target controls covered
6%
PCI PIN Security
1 source controls mapped|3 target controls covered
6%
PCI P2PE
1 source controls mapped|3 target controls covered
6%
APRA CPS 234
1 source controls mapped|3 target controls covered
6%
AICPA SOC 3
1 source controls mapped|3 target controls covered
6%
SASB Standards (ISSB Integrated)
1 source controls mapped|3 target controls covered
6%
SASB Standards
1 source controls mapped|3 target controls covered
6%
NIST SP 800-53 Rev 5
1 source controls mapped|3 target controls covered
6%
API 1164
1 source controls mapped|1 target controls covered
6%
ECB TIBER-EU
1 source controls mapped|3 target controls covered
6%
FedRAMP Rev 5
1 source controls mapped|1 target controls covered
6%
MAS TRM
1 source controls mapped|3 target controls covered
6%
German Supply Chain Due Diligence Act (LkSG)
1 source controls mapped|1 target controls covered
6%
NIST SP 800-39
1 source controls mapped|3 target controls covered
6%
SEC Cybersecurity Disclosure Rules
1 source controls mapped|2 target controls covered
6%
UK ONR Cyber Security and Information Assurance (CSIA) for Nuclear Facilities
1 source controls mapped|1 target controls covered
6%
IEC 62443
1 source controls mapped|1 target controls covered
6%
EU Carbon Border Adjustment Mechanism (CBAM)
1 source controls mapped|1 target controls covered
6%
EU Taxonomy Regulation
1 source controls mapped|1 target controls covered
6%
EU ePrivacy Directive (2002/58/EC)
1 source controls mapped|1 target controls covered
6%
Japan Act on Specified Commercial Transactions (ASCT) — Digital Services
1 source controls mapped|1 target controls covered
6%
Rwanda Law No. 058/2021 Relating to the Protection of Personal Data
1 source controls mapped|1 target controls covered
6%
Peru Personal Data Protection Law (Law No. 29733)
1 source controls mapped|1 target controls covered
6%
South Korea Personal Information Protection Act (PIPA)
1 source controls mapped|1 target controls covered
6%
EU PSD3 and Payment Services Regulation (Proposed)
1 source controls mapped|1 target controls covered
6%
EASA Part-IS — Information Security in Aviation
1 source controls mapped|3 target controls covered
6%
BCBS 239
1 source controls mapped|3 target controls covered
6%
UAE Virtual Asset Regulatory Authority (VARA) Regulations
1 source controls mapped|1 target controls covered
6%
AML/CTF Act 2006 (Australia)
1 source controls mapped|1 target controls covered
6%
BIMCO Cyber Security
1 source controls mapped|1 target controls covered
6%
SEC Climate Disclosure Rule
1 source controls mapped|3 target controls covered
6%
IEEE 1686
1 source controls mapped|1 target controls covered
6%
NIST SP 1800-32
1 source controls mapped|1 target controls covered
6%
HKMA SPM
1 source controls mapped|3 target controls covered
6%
ISO 22320:2018
1 source controls mapped|1 target controls covered
6%
ECB TIBER-EU Framework
1 source controls mapped|1 target controls covered
6%
SSAE 18 — Attestation Standards (SOC Reporting)
1 source controls mapped|1 target controls covered
6%
DO-326A
1 source controls mapped|1 target controls covered
6%
O-RAN Alliance Security Specifications (O-RAN.WG11)
1 source controls mapped|1 target controls covered
6%
ISO 20400:2017 — Sustainable Procurement
1 source controls mapped|1 target controls covered
6%
Authorised Economic Operator (AEO) Programmes — Global Standards
1 source controls mapped|1 target controls covered
6%
FBI CJIS Security Policy
1 source controls mapped|1 target controls covered
6%
C2M2
1 source controls mapped|1 target controls covered
6%
South Korea ISMS-P
1 source controls mapped|1 target controls covered
6%
Compare Singapore Model AI Governance Framework (2nd Edition) with EU Digital Services Act — Online Gaming Platform Requirements

Frequently Asked Questions

What is Singapore Model AI Governance Framework (2nd Edition)?

Singapore Model AI Governance Framework (2nd Edition) is a compliance framework from Singapore with 4 domains and 16 controls. Singapore's Model AI Governance Framework (2nd Edition, 2020), published by the Infocomm Media Development Authority (IMDA) and Personal Data Protection Commission (PDPC), provides detailed guidance for organisations deploying AI responsibly. It translates ethical AI principles into implementable practices across four areas: internal governance, determining AI decision-making model, operations management, and stakeholder interaction. Accompanied by the AI Verify testing framework for verifying AI governance claims. It is used by organisations to establish and maintain compliance with industry standards and regulatory requirements.

How many controls does Singapore Model AI Governance Framework (2nd Edition) have?

Singapore Model AI Governance Framework (2nd Edition) has 16 controls organised across 4 domains. The largest domains are Determining AI Decision-Making Models (4 controls), Internal Governance Structures and Measures (4 controls), Operations Management (4 controls). Each control defines specific requirements that organisations must implement to achieve compliance.

What frameworks does Singapore Model AI Governance Framework (2nd Edition) map to?

Singapore Model AI Governance Framework (2nd Edition) maps to 341 other compliance frameworks. The top mapping partners are EU Digital Services Act — Online Gaming Platform Requirements (25% coverage), China AI Regulations (25% coverage), OECD AI Principles (25% coverage). Use our comparison tool to explore control-level mappings between frameworks.

How do I get started with Singapore Model AI Governance Framework (2nd Edition) compliance?

Start your Singapore Model AI Governance Framework (2nd Edition) compliance journey by running a self-assessment on our platform to identify your current compliance posture. Our AI advisory can answer specific questions about Singapore Model AI Governance Framework (2nd Edition) requirements, and cross-framework mapping helps you leverage existing controls from other frameworks you may already comply with. Create a free account to access all 16 controls and track your progress.

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