Darktrace

Darktrace uses self-learning AI that understands the normal 'pattern of life' for every user, device, and network in your organization. When behavior deviates from these learned patterns — indicating a potential threat — Darktrace detects it in real time, even if the attack has never been seen before. The Autonomous Response capability (Antigena) can take targeted action to neutralize threats without human intervention, containing compromised accounts or devices while allowing normal business operations to continue. This is critical for fast-moving attacks like ransomware. Darktrace covers the entire digital estate: cloud, email, network, endpoints, IoT/OT devices, and identity. The AI correlates signals across all these surfaces to detect sophisticated multi-stage attacks. The Cyber AI Analyst feature automates the investigation process, producing human-readable incident reports that would take analysts hours to compile.