AI Large-Model Wave and Transformation Guide
Nov 12, 2026 · Artificial Intelligence
Why Enterprise AI Needs Dynamic Ontologies, Not Pre-Loaded Data Copies
The article argues that while enterprise ontologies are essential for AI agents, current approaches either lack production scalability (academic OWL) or suffer from data duplication and latency (pre-loaded instance ontologies like Palantir's), proposing OntoL's dynamic semantic ontology that models only business rules and fetches data in real-time from source systems.
AI AgentsOWLOntoL
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