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Semantic Layer vs. Context Layer: Why Enterprise AI Needs Both

calendar_today March 12, 2026 person Contextual AI Team domain contextual-ai

The article distinguishes between semantic layers, designed to make structured data accessible to BI tools, and context layers, which enable AI agents to work with both structured and unstructured enterprise data. It argues that organizations deploying production-grade AI need both complementary layers rather than treating one as a replacement for the other.

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