Darktrace is an AI-driven cybersecurity platform that uses machine learning to detect, respond to, and mitigate potential security threats in real time. It analyzes network traffic and user behaviors to identify anomalies, enabling businesses to proactively safeguard their systems from evolving cyberattacks with minimal human intervention.