Cross-Framework Mapping

Singapore AI Governance FrameworkvsSingapore Model AI Governance Framework (2nd Edition)

See exactly how Singapore AI Governance Framework controls map to Singapore Model AI Governance Framework (2nd Edition). Pre-computed mappings, identified gaps, and coverage analysis.

12
Controls Mapped
13
Gaps Found
36%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

Singapore AI Governance Framework maps to Singapore Model AI Governance Framework (2nd Edition) with 36% coverage across 9 directly mapped controls. Analysis of 25 Singapore AI Governance Framework controls identifies 16 compliance gaps — primarily concentrated in Singapore AI Governance Framework: AI Accountability & Oversight.

Source: TheArtOfService Knowledge Graph | 25 controls analysed | 693 frameworks | 819K+ cross-framework mappings

Control Mappings

Showing 12 of 12 mapped controls across 3 domains. Sign up to explore all 819K+ mappings across 693 frameworks.

Singapore AI Governance Framework: AI Risk Management(3 mappings)

SG-AIGF-03Bias detection and mitigation
AIGF-1.1Risk Management and Internal Controls
SG-AIGF-04AI model validation and testing
AIGF-1.1Risk Management and Internal Controls
SG-AIGF-05Ongoing AI risk monitoring
AIGF-1.1Risk Management and Internal Controls

Singapore AI Governance Framework: AI Data Governance(3 mappings)

SG-AIGF-11Training data quality and governance
AIGF-1.3Data Management
SG-AIGF-13Data provenance and lineage tracking
AIGF-1.3Data Management
SG-AIGF-15Data retention for AI models
AIGF-1.3Data Management

Singapore AI Governance Framework: AI Safety & Security(6 mappings)

SG-AIGF-21AI system robustness and resilience2 targets
AIGF-1.2AI Ethics Governance Body
AIGF-3.2Explainability
SG-AIGF-23AI model security and integrity2 targets
AIGF-1.2AI Ethics Governance Body
AIGF-3.2Explainability
SG-AIGF-24Safe AI deployment procedures2 targets
AIGF-1.2AI Ethics Governance Body
AIGF-3.2Explainability

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What are the key differences between Singapore AI Governance Framework and Singapore Model AI Governance Framework (2nd Edition)?

Singapore AI Governance Framework has 25 controls across its framework, while Singapore Model AI Governance Framework (2nd Edition) covers 16 controls. Direct mapping analysis identifies 9 overlapping controls (36% coverage). The frameworks diverge most significantly in Singapore AI Governance Framework: AI Accountability & Oversight, where 5 Singapore AI Governance Framework controls have no direct Singapore Model AI Governance Framework (2nd Edition) equivalent.

How many controls map between Singapore AI Governance Framework and Singapore Model AI Governance Framework (2nd Edition)?

Of 25 total Singapore AI Governance Framework controls, 9 map directly to Singapore Model AI Governance Framework (2nd Edition) controls — representing 36% coverage. The remaining 16 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 Singapore Model AI Governance Framework (2nd Edition)?

16 Singapore AI Governance Framework controls have no direct equivalent in Singapore Model AI Governance Framework (2nd Edition). The highest concentration of gaps is in Singapore AI Governance Framework: AI Accountability & Oversight with 5 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 Singapore Model AI Governance Framework (2nd Edition)?

The domain with the highest gap count is Singapore AI Governance Framework: AI Accountability & Oversight (5 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.