Watch a Domain Ontology Built Live for Pharma & FMCG.

Domain Ontologies, Live.

Watch DecisionX build a Domain Ontology in real time, from raw enterprise data to a queryable graph, plus a candid Q&A on evidence, clinical decisions, and why AI without domain grounding gets it wrong.

No slides. No pre-built demo. Just the thing itself, with guest speaker Dr. Kavita Lamror, formerly Sanofi.

1. 0:00Welcome and agendaThe session opens with the agenda for the live Domain Ontology build.
2. 1:36Domain Ontology walkthrough beginsDecisionX begins building a Domain Ontology live on real enterprise data for Pharma and CPG.
3. 23:07Live forecasting demoA live forecasting demo grounded in the Domain Ontology built earlier in the session.
4. 30:25Q&A, clinical trial to real-world decisionGuest speaker Dr. Kavita Lamror discusses how a clinical trial signal becomes a real-world decision.
5. 44:30Same drug, different market, the Ozempic storyA case discussion on how the same drug and the same evidence produced different outcomes across markets.
6. 48:29When AI has no domain groundingA discussion of what goes wrong when AI systems reason without domain-specific grounding.

• R&D OntologyTrial, pipeline and regulatory entities on a traceable evidence chain.
• What is a Decision OntologyDefinition
• Ontology vs Knowledge GraphComparison