In this special issue, VentureBeat examines the real cost of AI as enterprises move from pilots to production. Sustainable AI success demands more than cutting-edge models — it requires clear ROI, smart infrastructure choices, and tight cost controls.
They explore the financial trade-offs of proprietary vs. open-source solutions, the growing appeal of smaller task-specific models, and how deployment strategies — from cloud to hybrid —impact cost and performance. Hidden expenses, like inefficient prompt engineering or poor orchestration, are also coming to light.