Hi Allison,
A few focused areas where I believe Regulatory Science can make a meaningful impact:
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Establishing clear, risk‑based expectations for AI and Digital Twin credibility, validation, and lifecycle management, especially as these models begin influencing CMC and GMP decision‑making.
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Modernizing specifications and control strategies for complex products, including how model‑informed approaches, PAT, and advanced analytics can be incorporated into regulatory frameworks.
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Providing regulatory clarity for the use of Digital Twins in PPQ and tech transfer, including documentation expectations, change‑control triggers, and criteria for model updates or retraining.
Happy to expand on any of these if helpful.
Best, Bhasker
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Bhasker Sambar
Sr. Manager, External R&D and Technical Services
Alvogen INC
Exton PA
[email protected]Disclaimer: Opinions expressed are solely my own and do not express the views or opinions of my employer.
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