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.
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 knowCost per million tokens declined across market
Token cost reduction not translating to lower invoices
Implies usage growth outpacing unit-cost savings
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?