Using a digital twin in a plant can fast-track the discovery of production bottlenecks, drive efficiencies, lower costs, reduce environmental footprint and help manage risk. However, mystery still surrounds the use of digital twins for manufacturing. This feature explores the key strategies driving success in manufacturing environments that represent the vanguard of smart manufacturing/industry 4.0.