Fire safety expert witnesses analyze building design, fire protection systems, and incident data to assess ignition sources, code compliance, and causation. They are typically fire protection engineers, fire marshals, investigators, or safety consultants who evaluate alarms, sprinklers, egress routes, and risk management practices in residential, commercial, and industrial settings.