Splunk AppDynamics offers powerful root cause analysis and real-time customer experience insights, ideal for large-scale deployments with its extensive scalability. However, it faces integration challenges with newer cloud technologies and is pricier than competitors. Installation is complex, requiring support, and performance issues affect scalability. Lack of comprehensive documentation hinders implementation. Despite these limitations, AppDynamics enhances team collaboration by providing data via simple URL access, monitoring billions of transactions efficiently across various technologies.