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.

Jessica Talisman

Shape What’s
Next Now

Ontology Pipeline © 2025. All Rights Reserved

Jessica Talisman

Shape What’s
Next Now

Ontology Pipeline © 2025. All Rights Reserved

Goran Babarogic

Shape What’s
Next Now

Ontology Pipeline © 2025. All Rights Reserved