Gray Swan

Cygnal

Gray Swan

Cygnal by Gray Swan is a real-time AI protection platform specifically engineered to safeguard Large Language Model (LLM) deployments from a spectrum of emerging threats and to ensure adherence to organizational policies and regulatory compliance. As a core component of the Gray Swan AI Security Suite, Cygnal provides an immediate and robust defense layer by actively filtering both malicious inputs directed at LLMs and potentially harmful or non-compliant outputs generated by them. The platform boasts seamless integration capabilities with a wide array of LLM providers, including OpenAI, Anthropic, and Google Gemini, requiring only minimal code adjustments for deployment. Cygnal meticulously analyzes messages for policy violations and identifies potential risks, furnishing detailed violation scores and comprehensive metadata to facilitate accurate risk assessment. Its design prioritizes high performance, introducing negligible latency while delivering industry-leading protection against sophisticated AI-specific attacks such as jailbreaks and prompt injections. Cygnal is versatile in its deployment, available as a cloud-native SaaS solution, an on-premises installation, or through VPC integration, thereby accommodating diverse enterprise architectural and security requirements. It is ideally suited for securing production LLM applications, customer-facing AI products, and enterprise systems that necessitate stringent compliance and handle sensitive data.

Gray Swan Arena

Gray Swan

Gray Swan Arena is a global platform designed for AI red-teaming, where security researchers, often referred to as "red teamers," engage in competitive challenges to identify and exploit vulnerabilities in frontier AI models. The platform hosts both major sponsored competitions with significant prize pools and weekly "Proving Ground" challenges, allowing participants to continuously practice and develop their AI security skills. These challenges involve various attack surfaces, including prompt injection, jailbreaking conversational AI, multimodal attacks using visual inputs, exploiting reasoning processes, and indirect injection of malicious instructions. By providing a safe and legal environment for adversarial testing, Gray Swan Arena helps AI developers build more robust and safer systems, contributing to overall AI safety. Top performers can earn prize money, build their careers in the emerging field of AI security, and even gain opportunities for paid private red-teaming engagements with AI labs and enterprise partners. The platform generates comprehensive threat intelligence by aggregating millions of attack attempts and successful "breaks," which Gray Swan uses to enhance its other AI security products like "Shade" (automated red-teaming) and "Cygnal" (real-time AI input/output filtering).

Shade

Gray Swan

Gray Swan Shade is an advanced AI security evaluation suite designed to automate the red-teaming and continuous vulnerability assessment of Large Language Models (LLMs) and other AI systems. It empowers organizations to proactively identify and mitigate potential security weaknesses before their AI deployments are exposed to real-world threats. Shade integrates seamlessly into the AI development lifecycle, offering continuous stress-testing of AI configurations, including tools, data, prompts, and the models themselves. The platform leverages a comprehensive threat intelligence database, continuously updated with attack patterns discovered through Gray Swan's "Arena" competitions and ongoing security research, ensuring that testing remains relevant against emerging attack vectors. Shade's core function is to detect vulnerabilities that could lead to harmful content generation, data leaks, or off-script AI behavior. It provides detailed, reproducible reports with remediation guidance, making it an indispensable tool for enterprise AI security teams, AI developers focused on building secure systems, and research teams dedicated to AI safety. By enabling continuous security validation within CI/CD pipelines, Shade helps ensure the reliability, compliance, and robust defense of AI-powered applications against sophisticated adversarial attacks. It complements Gray Swan's "Cygnal" product, which offers real-time AI input/output filtering, forming a comprehensive AI Security Suite.