Pain expert witnesses evaluate acute and chronic pain conditions, treatment plans, and functional limitations in complex cases. Drawn from anesthesiology, pain medicine, neurology, orthopedics, and physical medicine, they assess adherence to clinical guidelines, appropriateness of interventions, medication management, and long-term prognosis.