The Foundation for Trustworthy AI: The FAIR Data Playbook for Pharma


Is your AI trustworthy? A ‘scientific content crisis’ is leaving 27% of life science professionals unable to trace the data powering their AI, risking regulatory exposure and critical failures from ‘hallucinating’ LLMs. This webinar provides R&D, Innovation, and Clinical Research leaders with a practical path to audit-ready, AI-grounded drug discovery, moving beyond aspiration to full implementation.

You Will Learn:

  • The Governance Gap: How to move from unclear copyright policies to a traceable, audit-ready data pedigree using FAIR metadata.
  • The Knowledge Graph Solution: How Knowledge Graphs serve as the operational infrastructure to make all internal data AI-ready, transforming fragmented data into unified knowledge.
  • Grounded AI: Deploying neuro-symbolic approaches like GraphRAG to drastically reduce LLM hallucination by tying answers to structured, verified evidence. 

Key Takeaway: Ensure your AI systems are reliable, traceable, and compliant at enterprise scale by establishing Knowledge Graphs as foundational infrastructure.



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