> Sounds like essentially consolidating data in a database and visualizing it
Yes, and the database in which you consolidate the data is called a "data warehouse" In many cases the sources of data are ... not optimal for querying. (And I mean like "Spread across a dozen excel spreadsheets that people e-mail out new versions of when they make a change" by "not optimal")