Software vendors are transitioning from traditional SaaS to AI-driven stacks. This shift forces IT organizations to overhaul how they procure and operate software. The change mirrors the previous move toward cloud computing. Practitioners must now adapt pricing and delivery models to accommodate the high compute costs of generative AI integration.