TLDR Tech / Product
AI is not a line item
Enterprises are mismanaging AI spend by treating it as a single budget line item and using token usage as a proxy for productivity. Budgeting and constraints should be tool- or use-case-specific because different AI agents create different business impact and ROI.
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