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If you are looking for authoritative material on this topic, the following resources are widely recognized in the data engineering community: Driving Data Quality with Data Contracts
We hope that this article has provided you with valuable insights into driving data quality with data contracts. By implementing data contracts, you can ensure high-quality data that supports informed decision-making and business success. If you are looking for authoritative material on
Driving data quality with data contracts moves the effort from "reactive cleaning" to "proactive assurance." Here is how it works in practice: Contracts force teams to agree on business logic
Data quality isn't just about technical validity; it’s about accuracy. Contracts force teams to agree on business logic before the data is even generated. 3. Automated Testing and Validation It is a binding agreement between a producer (e
“A data contract is not an API spec. It is a binding agreement between a producer (e.g., Sales) and a consumer (e.g., Analytics). No schema changes without signature. No broken promises. Verified data only.”
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