The Credibility Invoice: When 'Bring Data to the Meeting' Becomes an Unfunded Mandate
American companies routinely hand middle managers analytics work they were never trained to perform, then dock them credibility when the work falls short. This opinion piece examines the hidden cost of improvised data labor and proposes a minimum support standard every organization should adopt.