- Clauses 9.1-10.2 require performance evaluation, internal audit, management review, continual improvement, and effectiveness review of corrective action.
ISO/IEC 42001 Controls and Governance Model
Connect leadership and policy to risk treatment, AI-system impact assessment, lifecycle controls, data and resource controls, interested-party information, responsible use, and third-party relationships.
Annex A and Annex B are normative: A is the reference control set and B is its implementation guidance. The organisation still determines and justifies the controls needed for its own risks, objectives, and context.
Structured answer sets in this page tree.
Cited legal and guidance references.
Build the governance model from decisions and accountability. Top management sets policy, objectives, roles, and resources; system and owners operate each selected control; internal audit evaluates the AIMS objectively; authorised decision-makers address risk, exceptions, and corrective action. Match ownership to the actual AI lifecycle and supplier or customer boundary.
Select and justify controls through risk treatment
Clause 6.1.3 requires an AI risk treatment process. The organisation chooses treatment options, determines necessary controls, compares them with Annex A so no necessary is omitted, and produces a statement of applicability that documents necessary controls and justifies inclusion or exclusion. The organisation can add controls beyond Annex A.
A selected needs more than a policy reference. Record the risk or requirement it addresses, control objective, owner, procedure, affected systems and lifecycle stages, dependencies, evidence, effectiveness criterion, monitoring frequency, exception authority, and change trigger.
- Treatment record: assessed risk, selected option, necessary , owner, approval, residual-risk decision, and implementation status.
- Statement of applicability: necessary controls, inclusion or exclusion rationale, implementation status, and organisation-defined controls beyond Annex A.
- Operating evidence: current procedure plus records showing the ran for the relevant system, period, sample, or event.
- Effectiveness evidence: criterion, result, evaluator, finding, action, and follow-up result.
Operate the governance cycle
Route new systems and significant changes through inventory, scope, risk, impact, treatment, implementation, release, and monitoring decisions. Route incidents, adverse trends, audit findings, complaints, supplier changes, and nonconformities back to the affected assessment or control owner.
Management review uses performance, monitoring, audit, interested-party, risk, opportunity, and resource information to decide changes and improvement. Corrective action remains open until the organisation has addressed the cause and reviewed effectiveness.
- Plan: determine scope, policy, objectives, risks, impacts, treatment, controls, owners, resources, and acceptance criteria.
- Operate: implement lifecycle, data, information, responsible-use, supplier, customer, and other selected controls.
- Evaluate: monitor results and effectiveness, conduct internal audit, and hold management review.
- Improve: correct nonconformities, address causes, verify effectiveness, and update scope, assessments, controls, resources, or objectives as needed.
What mistakes make ISO/IEC 42001 Controls and Governance Model weak or hard to audit?
A copied Annex A checklist is not a completed governance model. Without organisation-specific risk treatment, a statement of applicability, owners, operating evidence, and effectiveness criteria, it cannot show why a is needed or whether it works.
Keep standards, law, regulation, contracts, and policy distinct in the record. ISO/IEC 42001 can organise the process, while another source may create a binding disclosure, retention, testing, approval, or notification duty.
- Do not assign operation and independent audit of that same work to one person without safeguards for objectivity.
- Do not treat Annex B guidance as universally sufficient; adapt or add implementation measures when the risk treatment requires it.
- Do not leave supplier or customer interfaces unallocated because an external party owns part of the system.
How should teams review and improve ISO/IEC 42001 Controls and Governance Model over time?
Review a when the system, intended use, risk, impact, data, technology, supplier, customer allocation, performance, incident pattern, applicable requirement, or organisational context changes. Review it when evidence shows that the control did not achieve its intended result.
Management review should produce decisions and actions, not only minutes. Record changes to the AIMS, resources, objectives, controls, risk acceptance, scope, and improvement priorities, with owners and follow-up dates.
- Track coverage, operating evidence, effectiveness results, exceptions, overdue actions, and unsupported interfaces.
- Connect internal-audit findings and monitoring breaches to correction, cause analysis, corrective action, and effectiveness review.
- Update the statement of applicability when necessary controls, rationales, or implementation status change.
Put the governance model into operation
Capture owners, evidence, decisions, and review dates in one workflow record so AI governance controls and escalation points stay auditable over time.
Convert ISO/IEC 42001 Controls and Governance Model into accountable tasks, evidence requests, and review checkpoints.
Review your current scope, evidence gaps, and next implementation steps.