Ford Brings Back Veteran ‘Grey Beard’ Engineers as Human Expertise Outperforms AI

Ford has rehired around 350 experienced engineers, including former employees and specialists who had been working for suppliers, after concluding that artificial intelligence and automated quality systems were not delivering the level of product quality the company expected.

According to a Bloomberg report, Ford Chief Operating Officer Kumar Galhotra told reporters that the automaker had increasingly relied on automated quality-control systems, but the results did not meet expectations. As a result, Ford decided to bring back highly experienced technical specialists whose role is to identify potential failure points before components even reach the production line.

“We brought back technical specialists,” Galhotra said, explaining that these experienced engineers now “hunt for failure points before a part ever reaches the plant floor.”

Charles Poon, Ford’s Vice President of Vehicle Hardware Engineering, also acknowledged that the company had initially placed too much confidence in AI-driven design processes.

“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,” Poon said.

The move does not indicate that Ford is stepping away from artificial intelligence altogether. Instead, the company is combining the expertise of these veteran engineers—often referred to internally as “grey beard” engineers—with its ongoing AI initiatives. Their experience is now being used both to mentor younger engineering teams and to improve the AI systems themselves by refining and retraining the underlying tools.

According to Ford, the decision to reintroduce seasoned engineering talent is already producing measurable benefits. CEO Jim Farley said the improvements have contributed to lower warranty claims and reduced recall-related expenses, generating what he described as “literally hundreds and hundreds of millions of dollars” in cost savings for the company.

Ford also pointed to another positive outcome, noting that it secured the highest ranking among mainstream automotive brands in the latest J.D. Power Initial Quality Study released this week, reflecting improvements in the quality of its newly manufactured vehicles.