Audit qualification markers against their supporting fields

When auditing qualification in a business record system, compare completion checkboxes with the supporting structured evidence before concluding that the underlying work never happened. Populated detail alongside unchecked completion markers indicates inconsistent representation; it does not establish either completed qualification or no discovery. Report both coverage measures, inspect whether the evidence meets the stage gate, and reconcile the marker only after validation. Conversely, a checked marker without usable supporting evidence should not establish readiness. This method assesses record reliability rather than employee performance or actual customer engagement.

Applies when: Completion flags and narrative qualification fields coexist in a sales or onboarding workflow. Keywords: qualification discovery checkbox evidence fields stage gates completeness audit