Flexibility to scenario plan and find the best path forward can be achieved by integrating automation in the supply chain. Digital twin-enabled control towers can provide real-time data, identify issues, proactively provide alerts and suggest plans of action. They can also self-execute the resolution. This cognitive intelligence can reduce supplier risks, look for alternative sources of supply and propose scheduling changes throughout the global manufacturing ecosystem.
Visibility into the ecosystem can increase customer satisfaction, avoid costs like expedited shipping, and optimize labor or machine resources. IoT can provide automated alerts of shipments, machine health and product condition. Digital means of communication through electronic data interchange (EDI), API and DevOps provide the input needed for decision making.