Handbook Section 3: AI lifecycle management
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
Controls covering the entire life cycle of AI use: use case context and design (3.1), data acquisition and processing (3.2), onboarding, build and review (3.3), deployment (3.4), and usage, monitoring and change management (3.5).
From the source
“AI lifecycle management, Implementation of controls covering the entire lifecycle of AI use”
Operationalisation Handbook Section 3, pp.68-107; MAS media release para 3(c)
What this connects to
6 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.
Cites1
- InstrumentMindForge AI Risk Management Toolkit (Project MindForge phase 2)Guidance
Section of the Operationalisation Handbook
Cited by4
- ObligationHandbook practice: data acquisition processingGuidance
Practice within this Handbook section
- ObligationHandbook practice: onboarding build reviewGuidance
Practice within this Handbook section
- ObligationHandbook practice: deployment controlsGuidance
Practice within this Handbook section
- ObligationHandbook practice: usage monitoring changeGuidance
Practice within this Handbook section
Maps across to1
- SectionProposed Guidelines Section 4: key AI life cycle controlsConsultation
Handbook section aligned with proposed Guidelines Section 4 (MAS media release para 3)
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.