Digital transformation involves profoundly transforming business activities, processes, competencies, and models to leverage changes from digital technologies strategically. It requires new capabilities and data management maturity. There are three areas of data management: data in motion which involves transferring data between systems; data at rest which refers to how data is stored; and data in use which is about extracting, transforming and analyzing data. A modern data platform uses cloud native technologies to manage data in real-time across all three areas at massive scales.