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== <span style="color: #FFFFFF;">Creating</span> == Designing an AI governance framework for an organization: # '''Risk assessment''': classify every AI use case by EU AI Act/NIST AI RMF risk level. # '''Policy development''': create AI Acceptable Use Policy, Data Governance Policy, Model Lifecycle Policy. # '''Technical controls''': bias testing pipeline, explainability requirements, monitoring dashboards. # '''Procurement requirements''': third-party AI vendors must meet the same governance standards. # '''Model registry''': document all production AI systems with model cards. # '''Incident response plan''': define severity levels, escalation paths, regulatory reporting timelines. # '''Training''': all staff using AI tools receive awareness training; practitioners get technical governance training annually. [[Category:Artificial Intelligence]] [[Category:AI Governance]] [[Category:Policy]] </div>
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