Area 3: Operations Management
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
Third area: risk-based practices for the data and models used in AI, covering data lineage, data quality, minimising bias, model development, explainability, robustness, regular tuning and post-deployment monitoring.
What this connects to
18 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.
Part of2
- InstrumentModel AI Governance Framework, 2nd Edition (2020)Guidance
- SectionGuiding principles of the Model FrameworkGuidanceGAGE analysis, not official
Each area translates the two guiding principles into practice
Contains7
- ObligationMinimise bias in data and modelGuidance
- ObligationEnsure data qualityGuidance
- ObligationDocument data lineage and provenanceGuidance
- ObligationUse distinct datasets for training, testing and validationGuidance
- ObligationApply risk-based measures: explainability, robustness, regular tuningGuidance
- ObligationDocument model development choices and trade-offsGuidance
- ObligationMonitor and regularly review deployed modelsGuidance
Maps across to7
- External frameworkClause 8: OperationStandardGAGE analysis, not official
Operations management aligns with ISO 42001 operational planning and lifecycle control
- External frameworkClause 9: Performance evaluationStandardGAGE analysis, not official
Monitoring and documentation practices align with AIMS performance evaluation
- External frameworkFunction: MEASUREGuidanceGAGE analysis, not official
Operations management includes measurement and tracking of AI performance
- External frameworkFunction: MANAGEGuidanceGAGE analysis, not official
Operations management corresponds to MANAGE risk treatment and monitoring
- External frameworkArticle 9: Risk management systemBindingGAGE analysis, not official
Operations management practices anticipate the Article 9 risk management system
- External frameworkArticle 72: Post-market monitoringBindingGAGE analysis, not official
Post-deployment monitoring practices anticipate post-market monitoring
- External frameworkArticle 12: Record-keepingBindingGAGE analysis, not official
Operations management documentation anticipates Article 12 record-keeping
Mapped across from2
- SectionISAGO Section 4: Operations managementGuidance
ISAGO section mirrors the corresponding Model Framework area
- SectionComponent: Operations managementGuidanceGAGE analysis, not official
ASEAN Guide adapted MGF 2.0's operations management component
Verified against the official source on 2026-08-17. GAGE is not affiliated with or endorsed by any agency named here, and nothing on this page is legal advice. How this is built and checked.