How manage reporting processes are reshaped as AGI capability advances.

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Trigger: A scheduled reporting cycle initiates or a management stakeholder submits an ad hoc request for employee data.
Outcome: Validated employee reports and dashboards are delivered to management to inform workforce decisions.