Airrived Guardrails for AI vs Gray Swan AI Security Suite: Side-by-Side Comparison (2026)

Airrived Guardrails for AI: Agentic platform enforcing real-time AI prompt governance & Shadow AI control. built by Airrived. Core capabilities include Real-time prompt interception and validation, Shadow AI discovery and visibility, Dynamic policy enforcement with data redaction and prompt blocking..

Gray Swan AI Security Suite: Enterprise AI security suite with real-time filtering and automated testing. built by Gray Swan. Core capabilities include Real-time AI input and output filtering (Cygnal), Automated AI security testing (Shade), AI red-teaming with tailored vulnerability assessments..

Both serve the LLM Guardrails market but differ in approach, feature depth, and target audience.

Airrived Guardrails for AI differentiates with Real-time prompt interception and validation, Shadow AI discovery and visibility, Dynamic policy enforcement with data redaction and prompt blocking. Gray Swan AI Security Suite differentiates with Real-time AI input and output filtering (Cygnal), Automated AI security testing (Shade), AI red-teaming with tailored vulnerability assessments.

Airrived Guardrails for AI is developed by Airrived. Gray Swan AI Security Suite is developed by Gray Swan. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Airrived Guardrails for AI and Gray Swan AI Security Suite serve similar LLM Guardrails use cases: both are LLM Guardrails tools. Review the feature comparison above to determine which fits your requirements.