Skylight offers robust monitoring solutions for network performance and user experience across any application, cloud, and network configuration. As a virtualized platform for performance assurance, Skylight provides comprehensive visibility into network, application, and service performance, extending from the user's edge all the way to the core network and cloud environments. By proactively managing performance, Skylight ensures that both networks and cloud-based applications adhere to increasingly stringent performance standards, optimize overall network capacity, and satisfy the high-quality expectations of customers regarding their experience. Utilizing advanced analytics and machine learning, Skylight effectively harnesses high-quality performance data to identify, predict, and mitigate issues that could impact customers. With Skylight sensors, users can collect detailed and accurate data related to networks, applications, and services. These sensors are available in both software and hardware formats, enabling their deployment at any point within the network, from remote sites to the cloud and every location in between. This flexibility in placement ensures that organizations can optimize their monitoring processes to suit their specific needs and environments.