AI Large-Model Wave and Transformation Guide

Oct 28, 2026 · Industry Insights

Why Consensus, Not Technology, Is the Hardest Part of Ontology Implementation

This article shares practical lessons from ontology implementation projects, arguing that success depends more on organizational consensus, leadership alignment, data governance boundaries, and permission modeling for AI agents than on modeling tools or technical architecture, and recommends starting with small, well-scoped pilots.