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- Integrate with cloud warehouse and lakehouse architectures
- Offer clean persistent identifiers and complete attribute catalog access
- Provide built-in validation and standardization modules for efficient data handling
- Continuously update data pipeline as clusters and input sources change
- Support data orchestration at both module and pipeline levels
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