Signal Over Noise

Signal Over Noise

You Can’t Manage What You Can’t Attribute

The Cost Attribution Problem in Enterprise AI

Justin Wilson's avatar
Justin Wilson
Jul 08, 2026
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Every enterprise AI deployment eventually hits the same wall: someone asks how much you are spending on AI, and which team is burning the budget. The answer requires cost attribution at the user and team level. The tools exist. The organizational pattern does not.

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