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AI spend spans applications, models, data platforms, and compute infrastructure, each with different consumption models like tokens and GPU usage. Flexera's State of ITAM report found only 31% of IT leaders have accurate visibility into AI software. Okta data shows 67% of U.S. employees use unsanctioned AI tools, creating shadow AI risks.
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