Manish Garg takes a midyear look back at his 2026 predictions: AI's shift from speed to strategy, supply chain resilience, and why NDC-12 is the next DSCSA moment.
Manish Garg, PMP, PSM
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Associate Director, IT Applications
Hikma
Articles by Manish Garg, PMP, PSM
Pharmaceutical serialization must evolve from regulatory compliance into operational intelligence, addressing hidden failures like exception overload, certificate expiry, and 3PL complexity.
A framework for 2026 that moves beyond manual AI onboarding toward "zero-lag" integration for pharmaceutical manufacturing.
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