Human trafficking expert witnesses analyze recruitment, control, and exploitation patterns in labor and sex trafficking cases. They are often criminologists, victim advocates, social workers, law enforcement veterans, or public health professionals who assess grooming tactics, coercion dynamics, trauma indicators, risk factors, and compliance with victim protection standards.