CIOs face challenges in managing AI costs due to evolving pricing models, particularly token-based pricing, which varies widely across providers. This complexity hinders financial predictability. Enterprises require clearer metrics to tie expenses to value, and many are shifting workloads on-premises to gain cost control and address these uncertainties in AI spending.