Machine learning is not a device you can plug into a production line and make the line operate better than before. It is a process that needs inputs from many devices to feed data to it so that data can be collected, evaluated and used to develop knowledge about how the production line works.

This knowledge can then be used to determine how the production line can have a higher throughput, operate at a lower cost and run more reliably. In this way, machine learning transforms an industrial operation into a system of systems that can get products to market faster at a lower cost so the company can remain competitive and keep its customers happy.

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