Plane expert witnesses draw on backgrounds in aviation engineering, aircraft operations, and maintenance to analyze fixed-wing aircraft and flight systems. They assess airframe design, propulsion, avionics, performance data, maintenance records, and regulatory compliance, helping clarify causation, safety standards, and operational decision-making in complex aviation matters.