Free practice · single-choice · medium
Practice
Diagnose a workplace case
Northstar's report total is higher than the source table. The report includes both Active and Pending, while the source view filters to Active only. What best explains the difference?
Professional reasoning record
Connect the question, evidence, method, conclusion, and follow-up
- FrameQuestion, scope, and criteria
- EvidenceSource and reconcile facts
- MethodApply visible reasoning
- ChallengeTest errors and alternatives
- CommunicateConclusion and limits
- Follow-upOwner and review trigger
The capstone makes every transformation reviewable and keeps decisions proportional to evidence and uncertainty.