Darktrace ActiveAI Security Platform

Darktrace is the only major vendor purpose-built on unsupervised machine learning from day one, not grafting AI onto signature-based architectures. Its Self-Learning AI builds real-time probabilistic models of every user, device, and workload, detecting zero-day attacks that historical-data-trained platforms miss. A major financial institution in 2025 detected a supply chain compromise 72 hours before any other tool saw lateral movement. CEO Jill Popelka is investing $200 million in US operations targeting $1 billion revenue by 2027. Darktrace’s 2026 State of AI Cybersecurity research across 1,500+ leaders found 73% report significant operational impact from AI-powered threats, and 96% agree AI speeds security operations. Its email module responds 30x faster than human playbooks.