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The Semantic Layer: From Human Shortcut to Agent Guardrail

calendar_today July 2, 2026 person will.martin@dremio.com domain dremio

For most of its history, the semantic layer was considered a solved problem. You built it once, business users queried it wherever it lived, and (hopefully) everyone would agreed on what “revenue” meant. However, much like the information in your data dictionary, the popularity of the semantic layer went stale and businesses turned to new, […] The post The Semantic Layer: From Human Shortcut to Agent Guardrail appeared first on Dremio .

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