
The top barrier to AI adoption among pharma commercial leaders is compliance uncertainty, and the fix may be governance that evaluates one use case at a time.
As AI rapidly reshapes drug development and clinical operations, industry leaders say transparency, governance, and strong data foundations will determine whether the technology accelerates innovation or stalls under regulatory and operational pressure.
Artificial intelligence, once viewed as a distant promise within the pharmaceutical industry, has accelerated its way into operational reality.






