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  11. The Elec

    AI FinOps ①: Why Traditional FinOps Can't Control AI Costs

    A Harness.io survey of about 700 global enterprises shows that 67% of enterprises spend at least $250,000 per month on AI, and 73% of AI projects exceed budget because AI workload costs are hard to predict. The article points out four major reasons why traditional cloud FinOps fails in the AI environment: token-based billing, multi-model environments, rapid model iteration, and the acceleration of code generation and agentic workflows. The survey also shows that 57% of surveyed enterprises encourage employees to use AI without restrictions, and Harness.io estimates that 26% of monthly AI budgets are wasted as a result.

    A Harness.io survey of about 700 global enterprises shows that 67% of enterprises spend at least $250,000 per month on AI, and 73% of AI projects exceed budget because AI workload costs are hard to predict. The article points out four major reasons why traditional cloud FinOps fails in the AI environment: token-based billing, multi-model environments, rapid model iteration, and the acceleration of code generation and agentic workflows. The survey also shows that 57% of surveyed enterprises encou

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