Ford rehires 350 veteran engineers after AI fails quality goals

Ford is bringing back human expertise after discovering that artificial intelligence and automated quality systems couldn't deliver the desired level of quality. The automaker has hired 350 veteran engineers, including former employees and specialists from suppliers, to take a hands-on approach to quality control. According to COO Kumar Galhotra, Ford had been "relying more and more on automated quality systems" with disappointing results. The rehired specialists, referred to internally as "gray beards," now proactively hunt for failure points before a part ever reaches the plant floor. Charles Poon, Ford's VP of vehicle hardware engineering, admitted, "Mistakenly we thought that by just introducing artificial intelligence and ingesting the design requirements that we had, that that would produce a high-quality product."

Ford isn't abandoning AI — instead, the gray beards are training younger staff and reprogramming the AI tools to work effectively. The strategy is already paying off: CEO Jim Farley says lowered warranty and recall costs are "contributing to literally hundreds and hundreds of millions of dollars of a tailwind for Ford on cost." Additionally, Ford took the top spot among mainstream brands in the 2025 JD Power Initial Quality Survey. The company's move underscores a growing realization across industries: AI can augment human judgment, but it can't replace deep domain expertise, especially in complex manufacturing environments.