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WorkThe story, in brief

How Managing AI Costs Starts With Where It Is Used

Cost per token dropped 40%. Your AI bill still went up. Here's why.

Reporting by Forbes Innovation 1 min brief
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The KeyNews take

Why it matters

As AI unit economics improve, enterprises face a paradox: cheaper inference is driving higher total spend through increased usage. This shifts the cost-management conversation from vendor negotiation to internal governance and allocation tracking.

The key facts

4 to know

  1. Cost per million tokens declined across market

  2. Token cost reduction not translating to lower invoices

  3. Implies usage growth outpacing unit-cost savings

  4. Cost management requires tracking usage by department/workload, not just negotiating rates

Go to the source

Forbes Innovationforbes.com

Publisher excerpt: Cost per million tokens fell sharply across much of the market. So if the unit got cheaper, why did the invoice climb?
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