Darktrace

Darktrace is an artificial intelligence-powered cybersecurity company and platform that monitors, detects, and responds to cyber threats across digital environments like networks, cloud services, email, endpoints, and operational technology (OT). Darktrace +1 How It Works Darktrace relies on Self-Learning AI rather than traditional security methods: ITButler +1 No Signatures or Rules: Unlike conventional tools that look for known hacker databases or pre-programmed attack rules, Darktrace does not wait to recognize a known threat. Building a Baseline of "Normal": It uses unsupervised machine learning and Bayesian probabilistic modeling to study the unique operational patterns of every user, device, and network connection inside a specific organization. Darktrace +2 Continuous Adaptation: As the organization changes, grows, or shifts habits, the AI continuously updates its understanding of what normal behavior looks like. Devoteam +1 Detecting Anomalies: If an event or behavior deviates from the established baseline—such as unusual data movement, strange login times, or a zero-day exploit—the system flags it as an anomaly in real time. Darktrace +2 Autonomous Response: Through integrated features like Darktrace DETECT, RESPOND, and AI Analyst, the platform can automatically triage alerts, map attack paths, and take targeted actions to neutralize threats in seconds without disrupting normal business operations.