Ford Brings Back Human Quality Inspectors as Computer Vision Falls Short

Ford rehired 350 quality engineers in June 2026 after computer vision systems for manufacturing inspection proved unreliable in production. The AI struggled with real-world variability—lighting changes, reflections, and defect types unseen during training. The reversal underscores a persistent gap: benchmark lab performance rarely translates to field reliability, even for well-funded efforts in industrial automation.