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.

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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.