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Applied AI·August 17, 2026·1 min read

Tokenmaxxing: Why AI consumption needs control

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Finance teams aren’t blocking AI — they’re reacting to ungoverned token burn that looks like cloud sprawl 2.0. If you can’t show unit economics per workflow and enforce basic consumption controls, expect budgets to tighten regardless of how good the demos are.