Deploy Azure Data Catalog for data discovery and cataloging, and integrate Azure Data Factory for orchestrating data pipelines that enforce data quality rules and transformations.

Implement Azure Purview to automate the discovery, classification, and cataloging of data assets across the organization. Utilize its advanced data lineage features to monitor data flow and transformations, ensuring compliance with data privacy regulations.

Apply Azure Policy to uniformly enforce data governance policies, including data retention and privacy compliance, across all Azure services used by the organization.

Utilize Azure Synapse Analytics to consolidate and manage data from diverse sources. Rely on its inherent data quality and lineage tracking capabilities to maintain data integrity and meet regulatory requirements.