EfficientIP DDI Observability Center (DDI OC) is a cloud-based portal that provides consolidated, near-real-time visibility into the usage, state, and performance of DDI (DNS, DHCP, and IP Address Management) architectures. The platform collects DNS and DDI telemetry data across any device, network, and user, processing it through algorithms designed for network observability, monitoring, performance, and security use cases. It is built to continuously absorb, process, and analyze large volumes of real-time DDI data at scale. Key capabilities include: - Near-real-time monitoring of DNS service health, DDI infrastructure state, and overall network performance - Interactive, pre-built dashboards providing single-pane-of-glass visibility across the entire DDI architecture or at the individual server level - DNS query analysis including query volume, recursion time, and cache hit ratio, with per-appliance and historical breakdowns - Anomaly detection down to the device or client level, including identification of abnormal DNS usage, capacity issues, and DNS resolution bottlenecks - Root cause analysis (RCA) to pinpoint the device or client responsible for a network anomaly - Normal activity baselining to establish performance benchmarks and detect deviations - Visual timelines and trend identification for historical DDI and DNS telemetry review - Capacity management insights to help reduce resource and operational costs DDI OC is intended for use by Networking, NOC, and SOC teams to improve service continuity, reduce outage risk, and optimize user experience across enterprise networks spanning IoT, multi-cloud, and hybrid environments.