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Impact — Practices & Playbooks

AR-IM05 · Multi-Dimensional Value Map

Evaluate an AI intervention across financial, operational, stakeholder, decision, risk/resilience and capability/learning value. The map makes trade-offs, disbenefits and value distribution visible before a single monetary number dominates the case.

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An active AIC, AITS or AITC credential is required to read this practice.