Semantic layer

Concept

A shared business layer that defines what terms, measures and records mean and how they relate, so reports, people and AI tools use the same definitions.

Title graphic: Semantic layer (Concept)

Type	Concept

Articles about Semantic layer (1)

Why AI Fails Without a Semantic Layer: Fixing Conflicting Business Metrics
2026-09-18 · Mirko Peters
Discover why AI and Copilot fail without a semantic layer. Learn how centralized business dictionaries and certified measures fix conflicting metrics.

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Maintained by Mirko Peters (Microsoft MVP) · Last updated: 2026-11-03