Why it matters

Impact analysis shapes prioritization. Understanding shapes practice.

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The architecture

Scenarios of AI failure.

Impact per dimension.

Worst-case + likely bounds.

AI impact analysisFailure scenariosrealisticImpact dimensionsfinancial / safety / etc.Boundsworst + likelyCombines with likelihood for risk score; feeds risk register
AI impact analysis.
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How it works end to end

Multi-dimensional impact.

Financial modeling.

Regulatory penalties.

Reputational modeling.