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How Genie Ontology powers product development at Databricks

Databricks Blog · Oct 05, 2026 · Engineering Insights

Databricks Genie Ontology bridges general-purpose AI agents with structured enterprise data.

“General-purpose AI agents are good at searching the web, reasoning, and writing code.”

Databricks explains how its Genie Ontology product addresses a core limitation of general-purpose AI agents: they lack grounded understanding of proprietary enterprise data schemas. By layering semantic context over structured data, Genie enables agents to answer business questions accurately without hallucinating schema details. This matters as enterprises increasingly evaluate agentic BI tools from Databricks, Snowflake, and others.

databricks genie ontology data-agents enterprise-ai semantic-layer

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