Enterprise AI is shifting from pilots to production, with more than 70% of IT leaders expecting scaled AI factories by 2028, according to a Deloitte survey cite

Enterprise AI is shifting from pilots to production, with more than 70% of IT leaders expecting scaled AI factories by 2028, according to a Deloitte survey cited by Penguin Solutions. That near-doubling in adoption points to higher token demand and fresh infrastructure strain.