Methods, computer program products and/or systems are provided that perform the following operations: obtaining a digital replica model for each of a plurality of supplier systems; receiving data feeds from each of the plurality of supplier systems; simulating real-time operation of each of the plurality of supplier systems based on the digital replica models and the data feeds; identifying a predicted change in capacity for a supplier system based, at least in part, on the operation simulations of each of the plurality of supplier systems; and determining a supply chain routing for a component order based, at least in part, on the identification of the predicted change in capacity for the supplier system.
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