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The Capacity Crisis Hiding Inside Your AI Budget
Your AI spend is not a technology problem. It is an organizational one.
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Your AI spend is not a technology problem. It is an organizational one.
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MIT Sloan gave 1,900 workers a better AI model. Only half the performance improvement came from the model. The rest came from the people.
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The annual budget was designed to close arguments. The market did not agree to stop moving.
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Agentic AI does not fix broken processes. It learns them, repeats them, and eventually makes them harder to see.
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Organizations do not have a communication problem. They have a decision-rights problem pretending to be one.
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The annual plan is a snapshot. The organization treats it like a map.
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The management layer is not overhead. It is the translation layer between strategy and behavior.
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The formal structure says who reports to whom. The real operating model shows how work actually moves.