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Using Application Insights enables organizations to gather a wealth of information related to the performance of their applications. This tool is specifically designed to provide various metrics that reflect how well an application is running in a production environment. It collects data on user interactions, system performance, and the overall health of the application.

The performance data obtained can include response times, failure rates, and the performance of individual components, allowing developers to understand how their application responds to different conditions and user loads. Such insights enable the identification of bottlenecks, potential improvements, and areas where users may experience issues. This data-driven approach helps teams iterate on their applications more effectively to enhance user experience and satisfaction.

While other options like user access logs, code quality metrics, and deployment success rates are indeed valuable, they do not directly fall under the scope of performance metrics that Application Insights specializes in. Instead, they are more associated with security, code analysis, and deployment management, respectively. Hence, the most fitting type of feedback that can be directly derived from Application Insights is application performance data.