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On the policy front, a feature like Policy Center empowers users to enforce and track policies at scale; this ensures that people use data compliantly, and organizations are prepared for compliance audits. Automated Data Orchestration (AKA DataOps). Automated data orchestration interweaves data with connecting processes.
DataOps sprung up to connect data sources to data consumers. The datawarehouse and analytical data stores moved to the cloud and disaggregated into the data mesh. And now with some of these clouddatawarehouses becoming such behemoths, everything is getting centralized again.
Many open-source and free tools exist, such as Flyway, Liquibase, schemachange, or DataOps. Snowflake has so many features that make it the leader in the CloudDataWarehouse market. These tools allow teams to deploy code in a repeated fashion without having to rely on human intervention.
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