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73% of organizations exceeded AI budgets, with GPU utilization at 15-30%. Traditional monthly FinOps fails on nonlinear AI spend. The playbook pushes continuous automation: anomaly detection, predictive budgeting, right-sizing, and CI-time cost checks via tools like Infracost, which covers 1,100+ resource types. Attribution gaps hide over 25% of AI spend.
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