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Level Up Your Column-level Security: Using IAM Data Governance Tags in BigQuery

calendar_today July 17, 2026 person Vignesh Rajamani domain gcp

Many BigQuery customers rely on policy tags for protecting their sensitive information in BigQuery. Policy tags were the go-to solution for applying column-level access controls, allowing only users with the right permission to view sensitive columns like personally identifiable information (PII). It was a robust and effective system — for its time.

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