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AI Costs Spike from Hundreds to Tens of Thousands in Weeks as Companies Struggle with Usage-Based Billing

AI Costs Spike from Hundreds to Tens of Thousands in Weeks as Companies Struggle with Usage-Based Billing

Oct 25, 2025
Towards Data Science

Companies face shocking AI cost explosions as bills skyrocket from hundreds to tens of thousands of dollars within weeks due to unmonitored usage-based billing, prompting urgent adoption of specialized FinOps platforms and governance tools to track token usage, GPU hours, and API calls before budgets spiral out of control.

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