Massachusetts personal training expert witnesses assess fitness instruction, program design, and safety standards in gyms, studios, and rehabilitation settings. They often come from certified personal training, strength and conditioning, physical therapy, and sports medicine, with experience in Boston-area hospital wellness programs and collegiate athletics. They evaluate trainer conduct, screening, supervision, equipment use, and injury causation.