
Cygnal is Gray Swan's runtime defense system that classifies and blocks adversarial inputs and unsafe outputs in production, continuously monitoring and filtering AI system behavior during live use. It's used by operations and platform engineers and risk/compliance officers managing deployed AI agents, sitting as a reactive, always-on protection layer once a system is already in production.