Most digital twins in manufacturing are just digital theatre

Digital twins and AI are converging to transform industrial operations, but success demands deep data discipline, strategic humility, and an uncomfortable rethink of control. Real change starts with the unspectacular. For all the headlines about AI remaking industry, few narratives grapple with the unglamorous reality at its foundation: if your data is poor, your AI […]