Is not the same thing as workflow which is being targeted by data science to improve. This seems to be obvious, but forgotten. Data science is a set of experiments to determine if technology, existing or proposed, can be used to 'solve' elements of improvement.
You always have to have an eye also on the business process this solution will be installed in. That process will likely include, people, changing contexts, competitors .... the weather ... suppliers and other un or semi controllable influences. I had mentioned an interesting CACM paper on data science workflow.
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