CloudVision CUE is a cloud-native, centralized management platform for enterprise wireless networks, designed to manage Wi-Fi access points (APs) without requiring additional hardware appliances. It decouples the management, control, and data planes, enabling APs to handle control plane functions locally via distributed algorithms while traffic redirection is managed at the network edge. The platform uses a cloud-hosted, state-based network database (NetDB) that collects real-time telemetry from wired and wireless devices to support AI/ML-driven analytics. Its cognitive management plane performs supervised and unsupervised learning to build inference models for root cause analysis and remediation recommendations. Key capabilities include: - Network baselining and anomaly detection using ML algorithms - Automatic root cause analysis for Wi-Fi client connection failures - Single client inferencing for Quality of Experience (QoE) analysis - Automatic packet capture for proactive diagnostics - Client emulation and network profiling via multi-function radios CloudVision CUE includes a Wireless Intrusion Prevention System (WIPS) that uses multi-function radio sensors and patented Marker Packets technology to detect and block wireless threats. It supports Zero Trust networking architecture and enforces secure BYOD policies. The platform supports zero-touch provisioning, enabling scaling from a few to hundreds of thousands of APs. It provides a single graphical network topology map for full wireless network visibility and supports API-based integration with third-party applications via OpenConfig through Webhooks and a REST API framework.