Multi-Agent Ontology-Driven Root Cause Analysis (RCA) for Pharma/Biopharma industries

 Webinar Overview 

Root Cause Analysis (RCA) is a critical activity in pharmaceutical manufacturing for deviations, out-of-specification (OOS)/out-of-trend (OOT) events, and process upsets. However, most RCA efforts today are manual, time-consuming, and highly dependent on individual expertise.

This webinar focuses on how an ontology-driven RCA approach transforms investigations by embedding process context and standardized logic into analysis enabling faster, consistent root cause identification across manufacturing operations.

Key Takeaways

✅ Limitations of traditional RCA approaches in pharma manufacturing
✅ How ontology-driven RCA changes investigation workflows
✅ How process context improves explainability and decision-making
✅ How to scale RCA practices across plants and products

What Will Be Covered?

• Reduces investigation time and effort
• Improves consistency and confidence in RCA outcomes
• Minimizes dependency on individual expertise
• Reduce, Improve, Minimize, Enable
• Context-aware deviation investigation
• Ontology-driven root cause identification across process and equipment data

 Who Should Attend?  

📍 Secure Your Spot Now!

Join this focused session to understand how ontology-driven approaches can transform Root Cause Investigations.