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Applied AI·August 18, 2026·1 min read

We're asking the wrong question about the cost of enterprise AI

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Focusing on token pricing while ignoring the infra behind each request is how teams end up with surprise GPU and networking bills. If you own an AI budget, push vendors for end-to-end cost per workflow—not per 1,000 tokens—and model how that scales under real usage.