
The future pharmaceutical ecosystem will likely combine AI, large-scale biomedical data, automation, and advanced analytics to create a more predictive and patient-centered development process. AI is increasingly serving as a powerful tool that accelerates the entire drug development lifecycle thank to optimized formulation designs, stability predictions, smarter pharmaceutical quality systems, digital twins for manufacturing processes or clinical studies.
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