Most AI security testing misses what matters. Gray Swan finds real vulnerabilities through researcher competitions, automates testing against emerging attack patterns, and deploys expert teams to protect your most sensitive AI deployments.
Whether you’re looking for an AI red-teaming platform or you need help expanding your red-team operations, Gray Swan can help prepare your AI for attacks.
Automate AI red-teaming with continuous testing that fits in your AI development lifecycle.
Shade leverages Gray Swan’s comprehensive threat intelligence database to automatically test your AI systems against the latest attack vectors, delivering faster turnaround times with better coverage than traditional manual approaches.
Key Capabilities:
Ideal For:
The Gray Swan Arena connects thousands of security researchers in competitive environments to discover vulnerabilities in your AI systems, generating the most comprehensive threat intelligence available.
Key Capabilities:
Ideal for:
When automated tools can’t replicate the sophistication needed for your deployment, our expert researchers conduct focused manual assessments tailored to your specific security challenges.
Key Capabilities:
Ideal For:
Most Current Threat Intelligence: While other companies wait for published research, we discover threats first through Arena competitions. You see emerging attacks weeks before they hit public databases.
Deployment-Specific Accuracy: Unlike generic security scanners, our testing understands your AI’s specific capabilities and constraints, testing realistic attack scenarios.
Continuous Improvement: Every new threat discovered through Arena competitions and research automatically enhances all our red-teaming capabilities.
Proven Effectiveness: Our methods are battle-tested against 1.8M+ attack attempts from skilled adversaries, not just synthetic test cases.
Fixed-scope engagements with defined deliverables and timelines.
Ongoing Shade integration for development lifecycle security.
Arena events tailored to your model or deployment requirements.
Long-term collaborative relationships combining expertise with your domain knowledge.
Automated (Shade) for continuous testing and CI/CD integration. Arena competitions for comprehensive model evaluation and regulatory documentation. Private red-teaming for novel deployments requiring expert analysis.
No! Your models do not need to run on our infrastructure to benefit from our full analysis.
We cover risks relevant across domains and use cases—from fraud and abuse to copyright infringement, defamation, and cyber risk. We continually add new attacks to maintain pace with the evolving threat landscape.
Shade is focused on text-based interactions currently. Arena competitions include multimodal challenges like our Visual Vulnerabilities competition. Private red-teaming can address any AI capability.
We can run private Arena events focused specifically on your model, with expert researchers competing to find vulnerabilities under confidentiality agreements.
Expert team assembly, deployment-specific testing, comprehensive attack coverage, detailed reporting with remediation guidance, and ongoing support for implementing fixes.
Choose the approach that fits your deployment needs and security requirements.