The manager is the operational owner: What do these observations support?
The manager owns operational decisions; the reviewer provides independent challenge without assuming that ownership.
The question
A retail demand-planning manager approves weekly forecasts and records operational decisions. An independent reviewer separately tests assumptions and can report unresolved concerns. What do these observations support?
Preparing for AIGP? Take the free 5-min readiness quiz →
- The forecasting tool itself holds decision authority.A tool produces forecasts, but authority remains with designated people who approve and govern use.
- The reviewer replaces the operational manager.Independent challenge examines decisions but does not ordinarily transfer operational accountability to the reviewer.
- Both individuals share identical accountability.The observations distinguish decision execution from independent scrutiny, so their responsibilities are not identical.
- The manager is the operational owner. ✓The manager makes and records operational decisions, which demonstrates ownership rather than independent challenge responsibility.
The trap
Identify who makes the decision and who evaluates it independently. How to remember it
The manager owns operational decisions; the reviewer provides independent challenge without assuming that ownership.
How many of these would you get right?
One of 1581 AIGP questions on Certsqill. Take a free five-minute check and see your score per domain — not one number, but which section to open tonight.
Test your AIGP readiness — freeMore Understanding the Foundations of AI Governance questions
- Executive authority and escalation need clarification: What conclusion is best supported? →
- Authorize escalation to pause release: What governance control is most important? →
- Governance is incomplete without participation: What conclusion is best supported? →
- All 337 Understanding the Foundations of AI Governance questions →
Part of the Certsqill AIGP question bank · Understanding the Foundations of AI Governance ·
Every answer, right and wrong, comes with its own explanation.