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Applied AI·August 24, 2026·1 min read

Why scaling AI requires a new economic strategy

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If your AI cost strategy is just smarter model routing, you’re missing the real lever—owning the full workflow economics, from data prep to verification and change management. Finance and product need a shared model for AI unit economics this quarter, or you’ll scale usage while margins quietly erode.