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Using BigQuery Graphs with measures for trusted agentic workloads

calendar_today August 13, 2026 person Deepak Dayama domain gcp

When enterprises transition from using simple chat assistants to autonomous, agentic workloads, they quickly run into a hard truth: Agents are prone to inaccurate insights when working with directly raw tables. BigQuery Graph helps organizations move beyond flat, static tables to represent enterprises exactly how they exist in the physical world: as interconnected business entities with real-world dependencies. With the support of measures in BigQuery Graph (preview), we are unifying governed metrics with relationship mapping.

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