When Intelligence Became Currency: The Rise of AI FinOps

This article reframes AI development as an economic problem rather than a technical one. As organizations scale LLMs into production, every design decision—from prompt construction to context window management—becomes a financial decision, forcing teams to adopt 'AI FinOps' thinking. Winners in the AI space won't necessarily deploy the most advanced models, but those who master the economics of scaling.