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Analytics Goes Agent-First: Cube Pitches the Semantic Layer as Infrastructure for Agents, Not Just Humans
AI-native BI is reframing the governed semantic layer as the substrate that lets agents — not only analysts — get trustworthy answers, with Cube positioning one model to serve internal BI, embedded analytics, and AI agents simultaneously. Incumbents are bolting on rather than rebuilding: Tableau Next (March 2026) runs Tableau Agent inside Agentforce, and Looker added BI/Dashboard Agents (April 2026) via Gemini. The structural shift is 'ask a question' replacing 'build a dashboard,' with governance migrating down to the semantic layer.
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