Analytics workflow is a critical part of data-driven decision making. It involves collecting, transforming, and analyzing data from multiple sources, and then presenting the output for stakeholders to make decisions. This article will discuss how to set up an analytics workflow, particularly for addressing the problem of having to pull data from multiple sources.