Review a lifecycle impact assessment covering affected: Which evidence best resolves the approval uncertainty?
Use a lifecycle impact assessment that identifies affected groups and updates analysis when regional context changes.
The question
A retailer wants approval for an AI demand-planning system. The system will initially serve two regions, but a planned expansion may change affected groups and operating conditions. Reviewers need evidence about impacts across the lifecycle, while recognizing that management-system controls and other legal assessments remain separate. Which evidence best resolves the approval uncertainty?
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- Compare forecast accuracy with the retailer’s historical aggregate demand results.Aggregate accuracy can inform performance, but it does not characterize social impacts or changing affected groups across deployment.
- Collect a legal assessment addressing every potentially applicable obligation before deployment.Legal assessment may be necessary, but the stated uncertainty concerns lifecycle impacts and changing context, not all legal obligations.
- Confirm the system’s management-system certification remains current.Certification status may evidence organizational controls, but it does not identify effects on affected groups as deployment context changes.
- Review a lifecycle impact assessment covering affected groups and changed contexts. ✓This directly addresses impacts on individuals, groups, and society across the lifecycle, including reassessment when context changes.
The trap
For changing deployment contexts, look for lifecycle impact evidence covering affected groups, not merely certification or aggregate performance. How to remember it
Use a lifecycle impact assessment that identifies affected groups and updates analysis when regional context changes.
How many of these would you get right?
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