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Why AI token costs don't tell you if your AI is working

calendar_today June 19, 2026 person Laurie Voss domain arize-ai

Token spend does not prove AI is creating value. Teams need cost-per-outcome metrics that connect AI usage to resolved tickets, accepted code, shipped features, and other business results.

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