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Sep 23, 2026 · Artificial Intelligence

How Ontology Engineering Gives AI Agents a Business Cognitive Layer

This article details a four-layer ontology engineering system that transforms heterogeneous business data into a real-time ontology, enabling read-only AI agents to perform multi-hop reasoning over stable object identities, class relationships, and natural-language rules — demonstrated through a traffic accident investigation case study.