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deep tech AI coding token costs are on track to rival human payroll | InfoWorld July 23, 2026

Determining the ROI of AI requires data that most companies lack

Determining the ROI of AI requires data that most companies lack
AI Summary

Then the CFO asks the question every board now asks: which of these initiatives is actually profitable? Most organizations cannot answer that question, not because they lack visibility into cost, but because the cost data they have was never designed to produce that answer. Applying lessons learned from managing cloud spend won’t be a fix for the AI and ROI quandary.

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