This white paper discusses the role of data modeling in documenting, explaining and clarifying the output of the various components of business intelligence (BI). Each component has different structures and requires different approaches for the data modeler. However, with careful use of modeling tools, not only can we avoid the risks of misinformation, we can also extend the benefits of fully understanding the designs of our systems.