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Client Environment
Global biopharmaceutical organization
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Challenge
Leaders and cross-functional teams needed consistent understanding of AI-enabled review processes, governance expectations, and risk-based decision-making in a highly regulated environment.
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Dr. Kay’s Role & Approach
- Designed a multi-module AI-enabled learning and governance program for global committees
- Developed scenario-based simulations aligned to real clinical and regulatory workflows
- Integrated governance, compliance, and risk classification into practical learning experiences
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Outcome
Improved consistency in decision-making, stronger governance alignment, and scalable onboarding for global stakeholders.
