Tag: AI ROI
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AI Cost per Task: What Token Prices Miss

Token prices matter, but they do not reveal the cost of an AI-enabled business outcome. Cost per successfully completed task is the metric enterprise teams need next.
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AI ROI Is Not Usage. It Is Whether the Work Got Better.

A $30,000 AI bill might be waste or the best investment of the year. You only know if you measure work quality, cycle time, rework, and business outcomes — not just usage.