ABSTRACT When creating your data architecture, it is valuable to understand the extent of data engineering capabilities provided by modern data virtualization platforms. Many data virtualization platforms provide data as a service, data preparation, data catalog, logically centralized governance, the ability to join disparate data sets and an extensive list of query performance optimizations.