Predictive workforce planning uses historical workforce data and operational patterns to identify future staffing risks. In shift-based enterprises, this can include planned versus actual attendance, absenteeism trends, overtime dependency, shift adherence, and recurring department-level shortages. The objective is to identify potential coverage pressure before it disrupts operations.