Enterprise-level data warehouses have some special characteristics that differentiate them from on-line transaction processing (OLTP) database systems, and so there are additional considerations for integrating with batch processing big data systems such as HDInsight. For example, you can integrate at different levels, depending on the way that you intend to use the data obtained from your big data solution.