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Conversely, ingestion is the process of acquiring data from various sources and converting it into a format that is usable within the XMP. In the context of the XMP, the goal is to connect with different sources or software, taking in their data, and transforming it into campaign (survey) transactions. Ingestion typically precedes integration as the data needs to be in a compatible format for effective utilization by the integrated systems.

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