Why Agentic AI Needs More Than Intelligence: Knowledge Graphs & Ontologies as the Foundation That Scales

Tuesday, September 22, 2026 2:40 PM to 3:00 PM · 20 min. (Europe/Berlin)
AI & Data Expert
Keynote
AI Architecture & Model Layer

Information

  • Why LLMs fail on enterprise knowledge, and why better models, bigger context windows and more MCP servers don't fix it
  • Derived vs. decided: the knowledge that makes your company your company is written down nowhere a model has read
  • Why writing rules down is not enough. From fairy tales to a $5 million comma to your discount policy
  • What "formal" really means: the spectrum from prose to YAML to code to OWL, and where each approach stops working at scale
  • BI semantic layers, data catalogs, property graphs, vendor platforms: an honest comparison against five requirements for acting AI
  • How a knowledge layer sits between your agents and your systems: ontology, knowledge graph, rules, one point of enforcement
  • What to take home: five questions to ask any vendor, do's and don'ts, and how to start without a two-year enterprise project
Programm Typ
Main programme

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