Integrating AI into Enterprise Systems CAIPM Practice Questions (Page 3)

Questions 11–15

1. 11application · medium

   A telecom company is integrating an AI model for network anomaly detection. The model ingests streaming data from network devices and triggers alerts when anomalies are detected. The company wants to validate that the integration correctly handles data format changes and network device failures. What should the testing strategy include?

   • APerform integration testing that simulates device failures and malformed data to verify the system's resilience.
   • BRely on the network device vendor's testing to ensure compatibility.
   • CTest only with clean, well-formatted data to ensure the model works correctly.
   • DDeploy the system and monitor for issues in production.
   Reveal Solution Discussion Select an answer first
2. 12application · medium

   A hospital is integrating an AI-based clinical decision support system into its electronic health record (EHR) workflow. Nurses and doctors have expressed concerns about the system overriding their judgment and increasing their documentation burden. The integration must comply with healthcare regulations regarding patient data. What should the AI program manager prioritize in the change management plan?

   • AProvide a one-time training session on how to use the system, but do not alter the existing workflow.
   • BDefer the integration until all clinicians agree to use the system without any modifications.
   • CMandate immediate hospital-wide deployment to ensure all clinicians use the system consistently from day one.
   • DImplement the system in a pilot unit first, then roll out hospital-wide after collecting feedback and refining the workflow.
   Reveal Solution Discussion Select an answer first
4. 13foundation · easy

   When integrating AI into an enterprise system, what is the purpose of conducting a data protection impact assessment (DPIA)?

   • ATo select the best AI algorithm for the task
   • BTo determine the cost of AI implementation
   • CTo evaluate the performance of the AI model on test data
   • DTo identify and mitigate risks to individuals' privacy and data protection
   Reveal Solution Discussion Select an answer first
5. 14foundation · easy

   What is the primary goal of change management in AI adoption?

   • ATo minimize resistance and ensure smooth adoption of AI-integrated systems by users
   • BTo reduce the cost of AI implementation by cutting training budgets
   • CTo ensure that AI systems are deployed without any testing
   • DTo replace all existing employees with AI systems
   Reveal Solution Discussion Select an answer first
6. 15foundation · easy

   What is the primary purpose of data integration in the context of AI model development?

   • ATo consolidate data from multiple sources into a unified view for model training and inference
   • BTo create backups of all enterprise data for disaster recovery
   • CTo replace all existing databases with a single centralized data warehouse
   • DTo ensure that all data is stored in the cloud for easy access
   Reveal Solution Discussion Select an answer first