All dimensions

SHIELD dimension S

Strategic Vision & Leadership

Whether AI use is tied to a stated strategy with named owners, budget and measurable outcomes.

What good looks like

The expected governance outcome

Leadership must set the intended purpose of AI systems, allocate accountability and review outcomes at least annually.

Named executive owner
Documented AI strategy
Budget and outcome tracking

Next dimension

Hallucination & Harm Mitigation

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