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Singapore Model AI Governance Framework

How to align with the Singapore Model AI Governance Framework using practical controls and audit evidence.

The Singapore Model AI Governance Framework emphasizes transparency, human oversight, and accountability. For teams shipping AI products, the goal is to translate principles into operational controls.

How to align in practice

  • define accountable owners for each AI system
  • document decision logic and policy checks
  • implement audit logs and evidence bundles
  • monitor quality and drift continuously

Operational artifacts to keep

  • system inventory with risk tiers
  • approval and change logs
  • evaluation results and incident reports

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