AAIA Exam Dumps | An organization is evaluating change management practices for AI-based decision support models. Which

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Question 27/111

An organization is evaluating change management practices for AI-based decision support models. Which of the following BEST demonstrates effective AI-focused change management?

A. Engaging an independent expert to review the model's accuracy and precision on a quarterly basis

B. Assigning a single data science team member to adjust the model in order to establish accountability

C. Documenting model updates and retraining sessions to ensure traceability

D. Deploying two separate copies of the model after each adjustment to compare results

Correct Answer: C

Documenting model updates and retraining sessions to ensure traceability (option C) is the hallmark of mature, audit-ready change management in AI. The AAIA™ Study Guide states, "Traceability and documentation of all changes-including retraining events, parameter adjustments, and update rationales- enable effective audit trails, accountability, and regulatory compliance for AI systems." While reviews and comparisons are useful, only comprehensive documentation guarantees ongoing transparency and effective management.
Reference:ISACA Advanced in AI Audit™ (AAIA™) Study Guide, Section: "Change Management and Traceability in AI"

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