Sort AI risks by control type
Classify AI manufacturing risks by the type of control needed.
Sort each AI manufacturing control into the control type it primarily provides. Prevention control Detection control Response control Governance control Define defect-label standards and train reviewers before collecting model labels Limit model-service permissions so it cannot write recipe changes directly Monitor confidence-score distribution by shift and product family Alert engineering when a key sensor input leaves the validated range for two shifts Move the model to advisory-only mode after a drift signal until review is complete Contain suspect lots when an AI inspection escape is confirmed Assign one accountable process owner for each production AI model Review model-card limits and…
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