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.

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, September 2025.

Unlocking the Potential of Legacy Data with AI and Knowledge Graphs
Sofia Darie, Nikhil Achary. Unlocking the potential of legacy data with AI and Knowledge Graphs. Information Energy, April 2025.

From Legacy Systems to DITA: Case Studies in Successful Migration
Sofia Darie, Karsten Schrempp. From Legacy Systems to DITA: Case Studies in Successful Migration, February 2025.
Contact us
Maraike Heim
Head of Marketing
- maraike.heim@pantopix.com
