TAUG-25 Token-Aware AI Usage Governance Benchmark Framework
TAUG-25 — Token-Aware AI Usage Governance Benchmark (free to use, any industry)
T0 - T3 task-tier system - starting at Tier 0: no AI at all. Converting a document to slides is a converter's job, not a frontier model's.
Token budgets with role-band caps, agent spend ceilings, and 100% attribution - no shared keys, no anonymous burn.
5-level maturity model + 100-point scorecard any organization can self-assess against.
Metrics that don't backfire - cost per successful task, never raw volume. Reward volume and you get tokenmaxing, not productivity.
90-day adoption roadmap - inform, govern, optimize.
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