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183: Why Modern Data Quality Must Move Beyond Traditional Data Management Practices with Chad Sanderson of Gable.ai
The Data Stack Show
Starting from the Sources and Trickle Down: Ensuring Sustainable Data Management
Initiating data management from the sources and trickling down with well-defined contracts rich in semantic information can ensure trustworthy data. A contract starting from the source systems, outlining dependencies and requiring semantic updates before changes are allowed, fosters a model of inheritance. Producers are held responsible for maintaining the contract, which can potentially be automated in the future. This approach guarantees that the catalog remains up to date and the data trustworthy.
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