DataFunTalk

Nov 2, 2026 · Artificial Intelligence

From SQL to Semantic Views: 5-Layer Knowledge Engineering for AI Agents

The article outlines a five-layer method to transform historical SQL into semantic views for AI agents: collect and cluster core queries, extract metrics and joins, organize into semantic views with metrics and dimensions, map to physical fields with validation, and establish versioned maintenance.