automated red-teaming and vulnerability assessment tool, and Cygnal, a runtime protection layer that monitors and filters AI interactions in real time. Gray Swan’s technology is designed to work with multiple AI providers and is used to test the security and reliability of AI applications, agents, and workflows. The company also operates adversarial testing programs and collaborates with AI researchers and enterprises to study emerging threats and improve AI safety practices.