Validate this use case and document impacts: What control is most direct?
ISO/IEC 42001 certification supports management-system assurance, not assurance for a particular deployment.
The question
A retail company holds a scoped ISO/IEC 42001 certificate for its AI management system. Before deploying a demand-planning model that may affect store staffing, organizational controls and applicable internal requirements are confirmed, but use-case-specific evidence about impacts, performance limits, and residual risks is absent. What control is most direct?
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- Extend certification to forecast outputs.Expanding certification scope does not itself generate evidence about this model's impacts, limitations, or residual risks.
- Repeat the organization-wide policy review before deciding on this staffing deployment.A policy review may confirm general governance, but it does not produce the missing model- and staffing-specific evidence.
- Validate this use case and document impacts, limits, and residual risks. ✓Use-case validation and impact, limitation, and residual-risk evidence supplement management-system certification for the actual deployment context.
- Rely on the scoped certificate.A scoped certificate concerns management-system conformity; it does not establish that this model or staffing use is safe, suitable, or legally compliant.
The trap
A certificate answers an organizational-process question; deployment assurance must address the actual use case. How to remember it
ISO/IEC 42001 certification supports management-system assurance, not assurance for a particular deployment.
How many of these would you get right?
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