The goal is to host an infrastructure to accelerate arbitrary user queries, ala a Business Intelligence data-warehouse backend. We don't get to specify what queries the users are doing. It's the classical problem that SQL RDBMSes were introduced to solve: having the data, and having to shape it in advance of knowledge of reporting workload.