Workforce data does not always explain the context behind employee behaviour or operational events. Human oversight allows managers to evaluate AI-generated signals against policies, approved exceptions, operational requirements, and individual circumstances. It also helps organizations maintain accountability when AI insights contribute to workforce-related decisions.