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The Black Box Productivity Trap of AI: Compliance, Culture, and Control

AI adoption across HR and payroll functions is accelerating, and for good reason. Automation reduces processing time. Analytics are surfacing risks earlier. Productivity metrics are climbing. Then the audit letter arrives. For many organizations, especially those managing complex payroll, workforce, and compliance requirements, this moment reveals a hard truth: productivity driven by “black box” AI […]