For many CIOs, the challenge of scaling AI is no longer about building applications but about understanding what they cost. With AI models priced through complex token-based structures, enterprises deploying multi-agentic AI are facing a fast-growing and often opaque expense, making it harder to benchmark providers, measure efficiency, and prove...