Gym expert witnesses assess fitness facility operations, equipment selection and maintenance, staff training, and member safety protocols. They often have backgrounds in exercise science, personal training, gym management, or sports medicine, and evaluate adherence to industry standards, risk management practices, and supervision of workouts and specialized programs.