How an HR metrics operating system makes KPIs reliable: taxonomy, cadence, and data ownership
A systems-level playbook that defines an HR KPI taxonomy, calculation definitions and sources, a reporting cadence matrix, data-owner RACI, and a lightweight dashboard map to make HR metrics auditable and repeatable.
