Cross-Framework Mapping

Singapore AI Governance FrameworkvsOECD AI Principles

See exactly how Singapore AI Governance Framework controls map to OECD AI Principles. Pre-computed mappings, identified gaps, and coverage analysis.

9
Controls Mapped
12
Gaps Found
19%
Coverage

Need this as a report you can hand to an assessor? A coverage crosswalk for this pair can be built to order.

According to the TheArtOfService Compliance Knowledge Graph:

Singapore AI Governance Framework maps to OECD AI Principles with 19% coverage across 4 directly mapped controls. Analysis of 21 Singapore AI Governance Framework controls identifies 17 compliance gaps, primarily concentrated in Stakeholder Interaction and Communication.

Source: TheArtOfService Knowledge Graph | 21 controls analysed | 686 frameworks | 309K+ cross-framework mappings

Control Mappings

Showing 9 of 9 mapped controls across 2 domains. Sign up to explore all 309K+ mappings across 686 frameworks.

Internal Governance Structures and Measures(6 mappings)

AIGF-1.1Risk Management and Internal Controls2 targets
OECDAI-3Robustness, Security, Safety, and Adversarial Attack Protection
OECDAI-5Data Governance, Training Data Quality, Privacy, and Bias Mitigation
AIGF-1.2AI Ethics Governance Body3 targets
OECDAI-2Transparency, Explainability, and Public-Facing Disclosure
OECDAI-3Robustness, Security, Safety, and Adversarial Attack Protection
OECDAI-5Data Governance, Training Data Quality, Privacy, and Bias Mitigation
AIGF-1.3Data Management
OECDAI-5Data Governance, Training Data Quality, Privacy, and Bias Mitigation

Operations Management(3 mappings)

AIGF-3.2Explainability3 targets
OECDAI-2Transparency, Explainability, and Public-Facing Disclosure
OECDAI-3Robustness, Security, Safety, and Adversarial Attack Protection
OECDAI-5Data Governance, Training Data Quality, Privacy, and Bias Mitigation
Coverage crosswalk

A Singapore AI Governance Framework to OECD AI Principles crosswalk, built to order

The table above lists candidate mappings. A crosswalk answers the narrower question you are probably here for: which OECD AI Principles controls your existing Singapore AI Governance Framework work already satisfies, which are real gaps, and the reasoning behind every claim so you can check it. One pair, $299, one time.

Singapore AI Governance Framework into OECD AI Principles
Not published yet

This direction has not been through crosswalk review and sign off, so no coverage figure is published for it. Reporting an unreviewed number would be worse than reporting none. It can be built to order at the same price as a pair that is already on the shelf.

If the two frameworks turn out to have too little in common for a crosswalk to help you, we say so and refund it rather than send a number worth nothing.

OECD AI Principles into Singapore AI Governance Framework
Not published yet

This direction has not been through crosswalk review and sign off, so no coverage figure is published for it. Reporting an unreviewed number would be worse than reporting none. It can be built to order at the same price as a pair that is already on the shelf.

If the two frameworks turn out to have too little in common for a crosswalk to help you, we say so and refund it rather than send a number worth nothing.

Singapore AI Governance Framework to OECD AI Principles (built to order)
$299
per framework pair, one time
  • Every evidenced control, with the reasoning behind it
  • Every gap, with what it requires
  • Its level of review stated plainly, not a bare number

Why this page shows two different percentages. The 19% in the header counts how many Singapore AI Governance Framework controls carry at least one candidate mapping in the graph, before any review. The crosswalk percentage counts something stricter: how many OECD AI Principles controls are actually evidenced, after a pass that argued against each mapping and kept only what survived. They answer different questions and they are not meant to agree.

A crosswalk narrows the work. It does not replace an audit, and your assessor may take a different view on individual controls. Mappings between frameworks are judgements, not text printed in either standard, which is why every claim in the report shows its reasoning. Questions go to support@theartofservice.com.

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What are the key differences between Singapore AI Governance Framework and OECD AI Principles?

Singapore AI Governance Framework has 21 controls across its framework, while OECD AI Principles covers 8 controls. Direct mapping analysis identifies 4 overlapping controls (19% coverage). The frameworks diverge most significantly in Stakeholder Interaction and Communication, where 4 Singapore AI Governance Framework controls have no direct OECD AI Principles equivalent.

How many controls map between Singapore AI Governance Framework and OECD AI Principles?

Of 21 total Singapore AI Governance Framework controls, 4 map directly to OECD AI Principles controls, representing 19% coverage. The remaining 17 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping Singapore AI Governance Framework to OECD AI Principles?

17 Singapore AI Governance Framework controls have no direct equivalent in OECD AI Principles. The highest concentration of gaps is in Stakeholder Interaction and Communication with 4 unmapped controls. These gaps represent areas where additional controls, policies, or documentation must be created to achieve compliance with both frameworks.

Which control domains have the most gaps between Singapore AI Governance Framework and OECD AI Principles?

The domain with the highest gap count is Stakeholder Interaction and Communication (4 gaps). Export the full domain-by-domain gap breakdown via the Professional tier to generate a prioritised remediation roadmap.

This platform provides educational compliance tools, not legal, regulatory, or professional compliance advice. Cross-framework mappings are AI-assisted interpretations and do not reproduce or replace official standards. Framework names and trademarks belong to their respective owners. Consult qualified professionals for your specific compliance requirements. See our Terms of Service.