ThoughtSpot Introduces Spotter Semantics, Advancing the Agentic Semantic Layer

04/14/2026
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ThoughtSpot has announced Spotter Semantics, an agentic semantic layer designed to provide governed business context to AI agents at enterprise scale. The release extends ThoughtSpot’s existing search-token architecture with next-generation search tokens and aggregate awareness, a centralized metrics catalog, and a Model Context Protocol (MCP) server that connects the semantic layer to external AI agents and LLMs. ThoughtSpot positions Spotter Semantics as a deterministic alternative to text-to-SQL approaches, using its patented search-token engine rather than LLM-generated SQL to translate natural language into governed queries.

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