{"slug":"singapore-mgf-internal-governance","id":"AIPT-OBL-0054","permanent_url":"https://aipolicytracker.org/id/AIPT-OBL-0054","title":"Establish internal governance structures and measures for AI","short_title":"Internal governance","category":"governance_accountability","summary":"Organisations should adapt existing governance to AI: clear roles and responsibilities, board and senior management oversight, risk-management and internal controls, and staff training.\n","practical_action":"Assign an AI governance owner and add AI risks to the enterprise risk register.","is_binding":false,"applies_from":null,"section":null,"source_reference":"Second edition, Part on internal governance structures and measures","official_source_url":"https://www.pdpc.gov.sg/help-and-resources/2020/01/model-ai-governance-framework","review_status":"verified","confidence_level":"high","last_verified_at":"2026-09-26","reviewed_by":"Bhaskar Bhatt","actors":["provider","deployer"],"sectors":["cross_sector"],"use_cases":["finance_and_credit","generative_ai"],"applicability":[{"description":"Voluntary for any organisation deploying AI.","actors":["provider","deployer"],"conditions":null}],"evidence_examples":[{"title":"AI governance structure document","description":null,"artifact_type":"document"}],"framework_mappings":[{"framework":"iso_42001","framework_name":"ISO/IEC 42001:2023","reference":"Clause 5 Leadership","note":"Original editorial mapping.","confidence_level":"high","is_original":true},{"framework":"nist_ai_rmf","framework_name":"NIST AI RMF 1.0","reference":"GOVERN 2.x","note":"Original editorial mapping.","confidence_level":"high","is_original":true}],"controls":[{"slug":"ai-risk-assessment","title":"AI risk assessment and lifecycle risk register","kind":"process","relationship":"supports","note":"Adding AI risks to enterprise risk management.","confidence_level":"medium","url":"https://aipolicytracker.org/controls/ai-risk-assessment"},{"slug":"ai-governance-policy-and-accountability","title":"AI governance policy and accountability structure","kind":"policy","relationship":"satisfies","note":"Roles, board oversight and internal controls for AI.","confidence_level":"high","url":"https://aipolicytracker.org/controls/ai-governance-policy-and-accountability"},{"slug":"ai-literacy-and-role-based-training","title":"AI literacy and role-based training programme","kind":"training","relationship":"supports","note":"Staff training component.","confidence_level":"medium","url":"https://aipolicytracker.org/controls/ai-literacy-and-role-based-training"}],"url":"https://aipolicytracker.org/obligations/singapore-mgf-internal-governance","policy":{"slug":"singapore-model-ai-governance-framework","title":"Model AI Governance Framework (Second Edition) and Model AI Governance Framework for Generative AI","status":"voluntary_standard","jurisdiction":"singapore","url":"https://aipolicytracker.org/policies/singapore-model-ai-governance-framework"}}