As enterprises increasingly rely on Google BigQuery for large-scale analytics, ensuring consistent data security and compliance across cloud and hybrid environments becomes critical. While BigQuery provides native Dynamic Data Masking (DDM) capabilities, Mage Data enhances this by offering centralized, enterprise-wide data protection. Our platform enables seamless integration with BigQuery, automates sensitive data discovery, simplifies policy management through a no-code interface, and extends advanced masking techniques across multi-cloud and on-premises systems—helping organizations maximize their investment in BigQuery while staying secure and compliant.