Leading shadow IT discovery tools, such as CloudEagle, Lansweeper, and ServiceNow Discovery, help identify unauthorized software and services running within enterprise networks. These platforms vary in terms of detection accuracy, with some offering real-time visibility into both cloud and on-premise environments. CloudEagle, for example, excels in uncovering unmanaged SaaS usage, while ServiceNow integrates deeply with existing IT systems. In terms of integration with security systems, most platforms support SIEMs and identity management tools, but scalability and ease of use can differ: enterprise solutions like ServiceNow may be more comprehensive but require more setup, while SaaS-focused tools like CloudEagle are generally easier to implement. When selecting a solution, IT teams should prioritize visibility, integration capabilities, compliance reporting, and ease of deployment to ensure effective governance, reduce risk, and maintain policy compliance.