Darktrace

Darktrace is an enterprise cybersecurity platform that uses artificial intelligence to detect and respond to cyber threats in real time. The system applies self-learning algorithms to understand normal patterns of behavior across an organization's digital infrastructure, including networks, cloud environments, email systems, and operational technology. By establishing a baseline of legitimate activity, Darktrace identifies anomalies that may indicate security breaches, insider threats, or sophisticated attacks that traditional signature-based defenses might miss. The platform is designed for organizations of any size that require continuous threat monitoring and autonomous response capabilities.

Darktrace operates on a paid licensing model with pricing typically based on deployment size and the number of devices or users being protected. A common use case involves financial institutions deploying Darktrace to monitor their networks for unusual data movements or access patterns that could signal account takeovers, ransomware attacks, or attempts at data exfiltration. When the system detects suspicious activity, it can either alert security teams or take autonomous action to contain threats by limiting connectivity or isolating compromised devices, reducing the window of exposure before human analysts can investigate and remediate the incident.