CDO Magazine
Ole Olesen-Bagneux
Aug 21, 2025
Multiple Ontologies as the Key to Succeed with AI

Generative and agentic AI don’t succeed on a single, monolithic ontology. This panel explores why multiple ontologies, aligned through knowledge graphs, are critical to powering reliable AI and real-world applications. You’ll hear clear, high-level guidance on architecture and adoption — without overwhelming technical detail.
Key takeaways:
Why multiple ontologies outperform a single ontology for modern AI.
How knowledge graphs connect ontologies to drive trustworthy outcomes.
Practical patterns for aligning business and technical ontologies.
Governance considerations for explainability and auditability.
Steps and maturity milestones for teams starting—or scaling—their ontology strategy.









