Cynamics is a cybersecurity company that develops an autonomous Network Detection and Response (NDR) platform powered by AI. The platform is marketed under the brand "SOC-AI Technologies" and is built around a proprietary large language model called CynLLM, designed specifically for cybersecurity use cases. The platform operates through three AI agent components: - AI Detector Agent: Analyzes less than 1% of network traffic using sampling protocols to predict and identify threats proactively. - AI Analyst Agent: Investigates and contextualizes detected threats by correlating with threat intelligence, identifying root causes, entry points, and affected systems, and auto-generating "attack stories" for triage. - AI Mitigator Agent: Responds autonomously to neutralize threats in real time by triggering actions such as IP blocking, endpoint isolation, or connection termination via standard API integrations. The platform is agentless and appliance-free, requiring no installation of software agents or physical hardware. It supports IT, IoT, OT, and cloud environments. Cynamics offers three named products: Cynamics NDR (core network detection and response), Cynamics Federal (a variant targeting government/federal customers), and Cynamics AI-in-the-Edge (for edge network deployments). The company positions its platform as a SOC augmentation tool, designed to reduce manual analyst workload while maintaining human oversight. The platform activates using standard network sampling protocols and continuously learns from network behavior over time.