Darktrace uses unsupervised machine learning to learn what "normal" looks like in your network and instantly detect anomalies — catching novel threats that signature-based tools miss. Its Autonomous Response module (Antigena) can neutralize attacks in seconds without human intervention.
Key Features
Self-Learning AI: builds a model of normal behavior for every device and user
Autonomous Response (Antigena): neutralizes threats in seconds without human action
Detects novel threats that signature-based tools miss
Covers network, cloud, email, OT/ICS, and endpoint
AI Analyst: automatically investigates and reports on incidents
Deployed in 8,000+ organizations across 110 countries
Use Cases
Zero-day and ransomware attack detection
Insider threat and credential abuse detection
OT/ICS infrastructure protection
Cloud workload and SaaS security monitoring
24/7 autonomous threat response without SOC overhead