Why Ontology driven (LLM-free) AI systems are needed
Blog: For Practitioners by Practitioners!
On 7 October 2025, Bas van der Raadt presented “Ontology and business rules in practice” at VU Amsterdam where he talked about:
– Problems with code based systems
– Why ontology driven AI systems are needed
– What is an ontology?
– How to verbalize an ontology
– What is a business rule?
– How to verbalize business rules (i.e. with SBVR)
– How to make a LLM-free AI system that runs from an ontology without code generation
– How to develop an ontology
– Ontology goes beyond just information (facts), how are processes and actions also part of an ontology
– Different ontology languages, like OntoUML, DEMO, i* and e3-value
– How to combine those languages into one modelling approach. Here are the slides.
