
AI Is Now an Enterprise Resource. So Why Are We Still Managing It Like Software?
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This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-now-an-enterprise-resource-so-why-are-we-still-managing-it-like-software.
AI costs aren't the real problem. Visibility is. Why cheaper tokens won't save you, and how to govern AI by outcomes, not licenses.
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Most companies track AI as a software line item. But AI is increasingly doing the work, not just supporting it, and that means the real question isn't "how much are we spending on AI?" but "what outcomes is it producing, and who owns them?"






