Data Preparation 

Once data is collected from different sources it's usually going through a transformation process making them ready for the next step, which is the integration with other data elements and sets.

This phase often involves tasks such as movement of data, cleansing, and enrichment. As such it impose challenges for the data governance team, which includes change data capture, metadata management.