In many enterprise lakehouse environments, the biggest ingestion challenge is not data volume; it is inconsistency.
As platforms grow, data starts arriving from many different systems through REST APIs, SOAP services, SFTP drops, database extracts, queues, and other interfaces. In many teams, these integrations are built one by one to solve immediate business needs. Over time, that creates a fragmented connector landscape where every source behaves a little differently.