Darktrace

Darktrace is a cybersecurity company that develops AI-driven threat detection and response software for enterprises, government agencies, and critical infrastructure operators. Its core technology, based on self-learning machine learning algorithms, builds a behavioral model of an organization's network, devices, and users to establish a baseline of "normal" activity. The platform, known as the Enterprise Immune System, autonomously identifies anomalies and emerging threats such as ransomware, insider attacks, and novel malware in real time without relying solely on predefined signatures or rules. Darktrace's Antigena product line extends this capability into autonomous response, taking targeted action to contain threats across networks, cloud environments, email systems, and industrial control systems. The company serves organizations across sectors including finance, healthcare, manufacturing, and government that need continuous, adaptive protection against fast-evolving cyber threats.