Question 90
Following a proposed change in a cross-team productivity initiative at Juniper Manufacturing, the workforce productivity team reports that it addressed the following need under an upcoming readiness review: Two customer systems contain conflicting account statuses and duplicate identifiers. Which observation provides the STRONGEST evidence that the change worked?
Explanation
Correct Answer
A sampled reconciliation shows each account has one governed current status and traceable source. This is the direct observable test of the intended response: Reconcile authoritative records, identifiers, and consistency rules before indexing customer facts. In the context of Juniper Manufacturing's a cross-team productivity initiative, it checks an actual outcome instead of treating completion of a project ticket or an untested assertion as evidence.
Incorrect Answers
Tests across user roles show restricted documents are never returned to unauthorized users. This would instead validate the different situation: A project plans to make every enterprise document visible to a search assistant regardless of entitlement. It would ordinarily follow the action: Preserve identity-based access controls and data ownership when making sources accessible to AI. It does not establish that Juniper Manufacturing solved the need specified in this scenario; the relevant check is: A sampled reconciliation shows each account has one governed current status and traceable source.
Index inspections and sample queries show excluded identifiers are not stored or exposed. This would instead validate the different situation: An AI search pilot ingests personal identifiers that are unnecessary for the user request. It would ordinarily follow the action: Minimize or redact unnecessary personal data before ingestion and document retention limits. It does not establish that Juniper Manufacturing solved the need specified in this scenario; the relevant check is: A sampled reconciliation shows each account has one governed current status and traceable source.
Search tests find facts from formerly image-only pages with provenance back to originals. This would instead validate the different situation: Scanned documents arrive as images but a retrieval pipeline assumes they contain machine-readable text. It would ordinarily follow the action: Add appropriate extraction and format validation before embedding the documents. It does not establish that Juniper Manufacturing solved the need specified in this scenario; the relevant check is: A sampled reconciliation shows each account has one governed current status and traceable source.