Human resources expert witnesses analyze hiring, firing, promotion, and compensation practices, drawing on experience as HR directors, recruiters, and compliance officers. They assess workplace policies, investigations, and training programs, evaluating adherence to employment laws, internal procedures, industry standards, and best practices in workforce management.