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Semantic Views

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Nov 4, 2026 · Artificial Intelligence

Snowflake Business Ontology: Grounding AI Agents in Verified Business Definitions

Snowflake's Business Ontology connects business definitions, ownership, and approvals to data assets, enabling AI agents to retrieve verified metric meanings before analysis and reducing errors from conflicting departmental calculations like finance versus sales net revenue.

AI agentsBusiness OntologyCortex Sense

0 likes · 17 min read

Snowflake Business Ontology: Grounding AI Agents in Verified Business Definitions

DataFunTalk

Nov 2, 2026 · Artificial Intelligence

From SQL to Semantic Views: 5-Layer Knowledge Engineering for AI Agents

The article outlines a five-layer method to transform historical SQL into semantic views for AI agents: collect and cluster core queries, extract metrics and joins, organize into semantic views with metrics and dimensions, map to physical fields with validation, and establish versioned maintenance.

AI agentsSQL analysisSemantic Views

0 likes · 2 min read

From SQL to Semantic Views: 5-Layer Knowledge Engineering for AI Agents