Manual reconciliation might be required when there are differences between time entries, PTO, job/project assignments, and payroll data. These differences typically occur when data is updated at different stages of the workflow. Ensuring that all time, PTO, and employee data is reviewed and aligned before payroll processing helps reduce discrepancies.