Dynamics Reshaping Expectations for CMC Strategy and Execution
A coordinated approach connecting clinical strategy, CMC, manufacturing and supply planning.
Kevin Kane, PhD, CMC Strategy Director, shares insight on AI-assisted development, phase-appropriate supply strategies and coordinated clinical, CMC and manufacturing decision-making.
Kevin Kane, PhD, CMC Strategy Director, shares insight on AI-assisted development, phase-appropriate supply strategies and coordinated clinical, CMC and manufacturing decision-making.
AI-Assisted Development
AI is being applied to formulation screening, process optimization, analytical method development and submission preparation, accelerating timelines while improving robustness.
Phase-Appropriate Supply Strategies
Not every stage needs the same CMC investment. Phase-appropriate strategies balance speed and cost early while building the foundation for late-stage success.
Coordinated Decision-Making
Integrated project teams that bring together clinical, CMC and manufacturing expertise make better decisions faster and avoid downstream surprises.
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