Mechanical engineering expert witnesses analyze the design, performance, and failure of machines, structures, and mechanical systems. They are typically licensed mechanical engineers with backgrounds in product design, manufacturing, automotive systems, industrial equipment, or HVAC, and they assess compliance with engineering standards, safety codes, and industry best practices.