AI Large-Model Wave and Transformation Guide

Sep 10, 2026 · Artificial Intelligence

Enterprise Ontology: Beyond Semantics to Organizational Change for Trustworthy AI

The article argues that enterprise ontology for AI is not merely a technical semantic layer but a catalyst for organizational transformation, requiring continuous governance, cross-functional consensus, and structural changes to prevent silent semantic decay and build trustworthy AI agents.