Around 2010, OLAP cubes were a common way to support analytics. They were the fastest way to do interactive analysis over a fixed set of "dimensions".

One of the popular solutions was Microsoft's SQL Server Analysis Service, or SSAS. SSAS was well integrated with the microsoft ecosystem (SQL Server, SSIS, etc) and was a popular choice for many companies.