Data Bricklaying Diary

Aug 5, 2026 · Industry Insights

Ontology Intelligence: Closing the Engineering Gap for Enterprise AI Agents

This article introduces the Ontology Intelligence series, explaining why enterprise AI agents fail in production without unified business semantics, current object state, explainable decisions, controlled actions, and continuous governance—outlining a five-layer framework and scenario-based criteria for adopting ontology-driven architectures.