Bicycle expert witnesses analyze bike design, maintenance, and rider behavior in relation to safety standards and industry guidelines. Drawn from backgrounds in mechanical engineering, human factors, retail service, and cycling instruction, they assess component failures, braking systems, visibility, roadway conditions, and compliance with manufacturing and fitting protocols.