The key to successful digital transformation is new technology — and the ability of the organization to use its powerful capabilities to meet needs quickly and at scale. A strong data-driven enterprise must now expose its data quickly and cost effectively through a single, self-service, data virtualization architecture that spans multiple disciplines and fragmented internal and external data stores. Schema mapping to common unified data tables of each data type allows data cleansing. Agile development and use of machine learning and augmented intelligence with grass roots support drives high user confidence. The art of what is possible will only be achieved with increased organizational data literacy, data democratization, and data ownership.