Establishing Organizational Alignment for AI CAIPM Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A telecommunications company is launching an AI customer-churn prediction model. The sales department wants to use it to target discounts, while the retention team wants to use it to offer personalized service plans. The executive sponsor expects the AI to increase customer lifetime value. The program manager notices that each department has different success metrics. What is the primary risk to organizational alignment?

   • AThe executive sponsor may not have enough authority to enforce alignment.
   • BThe AI model may not be technically accurate enough to predict churn.
   • CThe customers may not respond well to the AI-driven offers.
   • DConflicting departmental objectives that are not aligned with the overall business strategy.
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2. 22foundation · easy

   What is the main purpose of a communication plan for an AI initiative?

   • ATo document all project risks and mitigation strategies.
   • BTo ensure that stakeholders understand the vision, benefits, and changes associated with the AI initiative.
   • CTo assign specific tasks to team members and track their progress.
   • DTo provide a detailed technical specification of the AI system to all employees.
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4. 23expert · hard

   A hospital network is planning to implement an AI system for clinical documentation. The physicians are resistant because they fear the AI will increase their administrative burden, while the administration sees it as a way to reduce costs. The program manager must assess change readiness and build support. What is the best approach?

   • AConduct a pilot program with a small group of physicians, gather their feedback, and use that data to refine the system and address their concerns before full deployment.
   • BLaunch a comprehensive communication campaign emphasizing the cost savings to the administration and the reduced workload for physicians.
   • CMandate that all physicians use the AI system to ensure consistency and maximize cost savings.
   • DDefer the AI initiative until the physicians are fully convinced of its benefits.
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5. 24application · medium

   A manufacturing company's strategic goal is to reduce operational downtime by 20% over the next year. The AI program manager is evaluating two AI projects: one that predicts machine failures to enable proactive maintenance, and another that optimizes supply-chain delivery routes. Both projects have similar expected ROI. Which project should be prioritized to achieve organizational alignment?

   • ANeither project, because AI initiatives should not be tied to operational KPIs.
   • BThe predictive maintenance project, because it directly supports the strategic goal of reducing downtime.
   • CThe supply-chain optimization project, because it may reduce costs more significantly.
   • DBoth projects equally, because similar ROI means they are equally aligned.
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6. 25application · medium

   A utility company is planning to implement AI for predictive grid maintenance. The change readiness assessment reveals that field technicians are resistant because they believe the AI will undermine their expertise, and the union is skeptical about job security. The company has a strong safety culture. What is the most important factor to address in the change readiness plan?

   • AThe technicians' perception that AI will undermine their expertise, which requires demonstrating how AI augments their skills.
   • BThe company's safety culture, which may conflict with AI-driven decisions.
   • CThe union's skepticism about job security, which requires formal assurances and negotiation.
   • DThe technical reliability of the AI system, which needs to be proven before rollout.
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