Webinar
When LLM Pilots Break: Four Failure Reasons Preventing AI from Reaching Production
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October 20, 2026

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10:00am - 11:00am

(GMT-04:00)

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Healthcare organizations have shown that AI can deliver promising results in controlled pilots. The harder challenge is turning those results into production programs that teams can trust, scale and govern.

Join IQVIA for a practical webinar on why AI initiatives often stall before production—and what healthcare organizations can do to improve reliability, manage risk and create measurable operational value.

You’ll leave with a readiness checklist and mitigation framework to help assess whether an AI initiative is ready for real-world use, including how to evaluate data variability, model performance, governance, privacy, traceability and scalable human oversight.

What you’ll learn:

  • Why strong AI pilot results do not guarantee production readiness
  • What healthcare teams can do to improve trust, reliability, compliance and operational value
  • How to evaluate whether an AI partner can support production-scale deployment

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