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Christy Christian, senior industry principal with Kinaxis, and Hari Kiran Chereddi, CEO of HRV Pharma, explain why AI’s reliability depends on product stability, how human judgment still matters, and how a digital, AI-validated manufacturing backbone is accelerating regulatory reviews, strengthening supplier management, and transforming global production readiness.