
A Reassessment of the Automation Strategy and the Role of Engineers
According to Bloomberg, in recent years Ford has been actively implementing automated solutions in its design and quality control processes, hoping to accelerate the development of new models and improve production efficiency. However, it later became clear that, as the role of experienced engineers diminished, the company lost some of the critical hands-on knowledge needed to identify manufacturing defects in a timely manner.
Charles Pun, Ford’s vice president of hardware development, noted that artificial intelligence remains a powerful tool, but its capabilities depend directly on the quality of the data and knowledge on which it is based. According to him, the company had underestimated the contribution of engineers with many years of experience in developing several generations of vehicles.
The returning specialists were brought in not only to strengthen quality control but also to improve engineering software. According to Bloomberg, they helped restructure processes so that potential defects could be identified as early as the component design stage, before they entered mass production.
Financial Losses and a Revamp of the Production Model
The strategy shift came after significant spending on warranty service. In 2023 alone, Ford allocated approximately $4.8 billion to fix defects in vehicles that had already been sold. These costs were one of the factors driving the change in the company’s production approach: rather than further reducing human involvement, the company opted for a combination of digital technologies and engineering expertise.
The results are already reflected in industry rankings. According to the 2026 J.D. Power study, Ford rose from tenth to third place in vehicle quality during the first months of ownership, demonstrating one of the most notable improvements among mass-market automakers. The F-150, Super Duty, and Mustang models became leaders in their respective segments.
A Broader Trend Toward Reevaluating the Role of AI in Business
Ford’s case reflects a broader trend emerging in the labor market. The research firm Forrester predicts that in the coming years, employers may rehire a significant portion of the employees they previously laid off in anticipation of the capabilities of generative AI. A similar strategic shift has already occurred at the Swedish fintech company Klarna, which, after extensively automating its customer support service, began expanding its team of customer service representatives again due to declining customer satisfaction.
The Ford story is yet another example of how large companies are increasingly moving away from the idea of completely replacing skilled professionals with artificial intelligence, viewing AI not as an alternative to humans but as a tool that enhances professional expertise.
























