PreScope SE1 by Rugged Tooling is a light, cost-efficient cybersecurity sensor platform designed for 1Gbps line rates. It functions as a network traffic monitoring and analysis tool for high-speed networks, providing real-time statistics and data to AI modules for anomaly detection and threat identification. The sensor is part of the PreScope family of cybersecurity sensors that offer adaptive monitoring capabilities and integrate with threat intelligence platforms to enhance threat detection in large and distributed networks. PreScope SE1 monitors network traffic and can be used in combination with AI-based algorithms to enhance detection of malicious insiders or hackers using stolen credentials through User and Entity Behavior Analysis (UEBA). It provides accelerated threat detection and reduces reaction time to detected risks by automating threat detection workflows. The system is scalable to meet requirements under high demand and enables efficient use of storage and computing resources, offering fast data forensics with a comprehensive view of current and historical traffic.