
Only one in four companies have a full view of AI costs, per a KPMG survey. Tokens, the basic unit of AI use, are hard to budget because costs are unclear until the bill arrives. One client saw token usage rise sixfold, and another spent half a billion dollars in a month on Claude licenses.
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