Airline expert witnesses draw on experience as pilots, aviation safety officers, maintenance engineers, and airline operations managers. They analyze flight operations, crew training, maintenance records, dispatch procedures, and regulatory compliance, assessing whether airline policies, safety systems, and industry standards were properly developed, implemented, and followed.