All dimensions

SHIELD dimension I

Infrastructure & Data Readiness

Whether the data and systems behind AI use are governed, secure and fit for the purpose claimed.

What good looks like

The expected governance outcome

Data used for AI must be documented, lawful in origin, quality-checked and access-controlled.

Data inventory
Access controls
Vendor and model registry

Next dimension

Efficiency & Token Management

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