DataFunTalk

Oct 7, 2026 · Artificial Intelligence

360's Data Agent: Dual-Path Semantic Layer & Confidence-Driven Evaluation

360's enterprise Data Agent bridges the NL2SQL production gap with a dual-path routing system—AST compilation for mature semantic layers and RAG fallback for sparse metadata—guided by confidence scores that gate automated reporting versus human review, while evolving skills into an ontology-driven knowledge layer and validating via a three-level evaluation flywheel.