Ford has rehired over 300 seasoned quality engineers following AI’s inability to match their expertise, underscoring human oversight’s importance in vehicle production. The US automaker had broadened AI usage across its operations, including inspections, aiming for productivity and cost reductions.
Executives stated automated systems did not meet expectations. “Artificial intelligence is a great tool, but it’s only as good as the information you use to train it,” said Charles Poon, Ford’s vice president of vehicle hardware engineering.
Ford brought back more than 300 experienced quality inspectors to mentor AI systems and younger employees, recognizing that for enhanced automation and machine learning tools, they needed the most skilled individuals. The company deployed AI-powered cameras at plants to identify issues and reduce disruptions but acknowledged relying solely on AI and design data did not meet desired quality standards.
Ford regained top spot in US J.D. Power Initial Quality Study among mainstream automakers for the first time since 2010, with quality improvements supported by a broader talent overhaul including leadership changes across engineering, manufacturing, and supply chain operations.


