Why Ontologies Are More Critical Than Ever

Michael Iantosca 07 Nov 2025
Michael Iantosca Sr. Director of Content and Knowledge Engineering“Business, at the Speed of Trust”Over the past few years, AI has evolved at a pace that feels almost impossible to keep up with. From IBM Watson’s rule-based reasoning to today’s generative and agentic AI systems, we’ve witnessed a fundamental paradigm shift from symbolic reasoning to statistical generation. Yet amid all this change, one quiet but powerful truth is re-emerging:Ontologies — the formal maps of how things in a domain relate to one another — are becoming more important than ever.There Is No Easy Button.