Vermont bicycle safety expert witnesses assess crash causation, rider visibility, and roadway design. They often come from traffic engineering, human factors, accident reconstruction, and emergency medicine backgrounds, with experience on rural two-lane corridors and winter maintenance conditions common across the Green Mountains. They evaluate helmet use, vehicle-bicycle interactions, signage, and compliance with Vermont roadway standards.