What is the focus of monitoring in CPMAI Step 5?

The focus of monitoring in CPMAI Step 5 is primarily on continuous monitoring for expected model performance. This stage emphasizes the importance of tracking how well AI models perform in real-world conditions over time. It involves assessing various performance metrics to ensure that the models continue to provide accurate predictions and meet business objectives. By continuously monitoring model performance, organizations can identify potential issues, such as drift in data or changes in underlying patterns, allowing them to adapt the models as needed to maintain effectiveness and reliability.

The other choices do not directly align with the core objective of this step. The aesthetic aspects of AI models are not a primary concern in the context of performance monitoring. Simply increasing data storage without addressing model performance does not contribute to effective monitoring. While maintaining legacy systems might be relevant in other contexts, it does not directly pertain to the continuous evaluation and performance assessment required in Step 5.