Analyzes and detects irregular and anomalous behavior in network communications data, with a focus on critical infrastructure, espionage, and supply chain attacks. Provides an end-to-end overview of network environments by identifying connected devices, from IoT sensors to potential threats. The platform utilizes advanced machine learning algorithms to automate analysis and can ingest traffic data from various modern networks, while including self-help functionality to enhance user capabilities in managing and securing their environments.