
Pharmaceutical serialization must evolve from regulatory compliance into operational intelligence, addressing hidden failures like exception overload, certificate expiry, and 3PL complexity.

Associate Director, IT Applications
Hikma

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.