In order to implement effective people and pay systems, HR must lead their design. HR professionals must adapt systems to the needs of the organization and its people.
HR professionals lead development of people and pay systems that meet organizational goals. More than partners, they are stewards for the culture within organizations.
Design a clean data to information to intelligence workflow, and accurately model the behavior of people. Revisions are normal and expected; they ensure you meet needs of key stakeholders.