SHIELD dimension E

Efficiency & Token Management

Cost, usage and performance discipline across AI spend, including run-away usage controls.

What good looks like

The expected governance outcome

Operational resilience expectations require cost and capacity monitoring for material technology dependencies.

Usage monitoring

Spend limits

Value measurement

Next dimension

Legal & Regulatory Compliance