Lectures
Product ontologies as backbone for GenAI
Product ontologies without GenAI are frozen – GenAI without product ontologies is blind! In this talk, we will explain our approach where a set of product ontologies forms the backbone for LLM-based chats. Considering that LLM-based chats are error-prone in 3 out of 10 cases, we have developed several product ontologies as the core of our knowledge graph, extending the iiRDS ontology for technical information. By representing product portfolios, products and/or product variants and product features, a knowledge graph provides context for LLM-based chats and enables powerful, reliable applications such as product or service recommendations.

Breaking Down Silos: Building a Future-Ready Information Journey
Karsten Schrempp. Breaking Down Silos: Building a Future-Ready Information Journey. NORDIC TechKomm, September 2025.

Enabling Intelligent Service Assistants with Knowledge Graphs
Karsten Schrempp. Enabling Intelligent Service Assistants with Knowledge Graphs. NORDIC TechKomm, September 2025.

Industrial Knowledge Graph meets Agentic AI: Service Copilot at ZEISS RMS
Maximilian Gärber PANTOPIX, Sihan Ren, ZEISS Group. Industrial Knowledge Graph meets Agentic AI: Service Copilot at ZEISS RMS. SEMANTICS Wien, September 2025.
Contact us
Maraike Heim
Head of Marketing
- maraike.heim@pantopix.com
