Dremio is listed as a Representative Vendor in this Market Guide with the Agentic Lakehouse Platform. We believe that recognition reflects the foundation we have built: an AI Semantic Layer that spans every source, Iceberg-native architecture, and MCP-first connectivity, designed from day one to give every knowledge worker and AI agent governed access to enterprise data.
What's Inside
Insights from Gartner Research
A recent Gartner® Market Guide identifies key considerations for D&A leaders evaluating agentic analytics platforms:
*Source: Gartner® Market Guide for Agentic Analytics, Deepak Seth, Georgia O'Callaghan, Fay Fei, Jeroen Cornelissen, February 9, 2026.
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A recent Gartner® Market Guide identifies key considerations for D&A leaders evaluating agentic analytics platforms, from the role of the semantic layer to implementation focus and governance.
By 2028, 60% of agentic analytics projects relying solely on MCP will fail due to the lack of a consistent semantic layer. Dremioâs AI Semantic Layer spans every connected source, giving every agent and analyst a shared, governed view of enterprise data.
Semantic and policy alignment is foundational for effective agentic analytics. Dremioâs Iceberg-native architecture and MCP-first connectivity are built to give every knowledge worker and AI agent governed access to enterprise data, with security applied at the source.
Focusing on specific analytical scenarios delivers measurable value. Dremio is listed as a Representative Vendor in this Market Guide with the Agentic Lakehouse Platform, recognized for the AI Semantic Layer, Iceberg-native architecture, and open standards itâs built from day one.