Toyota is transforming its manufacturing process by integrating 400,000 factory robots as collaborative partners alongside skilled human workers, known as takumi. The goal is to enhance production consistency while preserving human expertise and decision-making. This shift blends automation with traditional craftsmanship to refine efficiency in assembly lines. The move signals a deeper integration of technology in industrial workflows without eliminating human oversight.


Toyota turns 400,000 factory robots into line partners that learn from takumi, aiming for higher build consistency without cutting human judgment.