Find Your AI Vulnerabilities Before an Attack

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.

Three Ways to Test What Attackers Will Try

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.

Shade

Automate AI red-teaming with continuous testing that fits in your AI development lifecycle.

Learn more

Arena Competitions

Evaluate your AI using the world’s largest red-teaming network.

Learn more
Screenshot of Shade interface in a light UI

Private Red-Teaming

Expert manual assessment for specialized deployments.

Learn more

Transform AI Security Testing From Months to Minutes

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.

Icon of radar gauge scanning circles

Automated Red-Teaming with Shade

Key Capabilities:

  • Comprehensive Threat Database: Attack patterns from 1.8M+ Arena attempts and ongoing security research.
  • Deployment-Specific Testing: Tests your exact configuration—tools, data, prompts, and model.
  • Continuous Updates: Automatically incorporates new threats as they’re discovered.
  • CI/CD Integration: Fits into your AI development lifecycle like any other automated test suite.

Ideal For:

  • Go-live readiness testing before launching new agents or MCPs
  • Continuous security validation in development pipelines
  • Regular assessment without manual expertise requirements

Evaluate Your AI Using the World’s Largest Red-Teaming network

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.

Gray Swan Arena logo

Arena Competitions

Key Capabilities:

  • Massive Scale: 1.8M+ attack attempts from thousands of researchers globally.
  • Expert Participants: Top Arena performers and security researchers competing for cash prizes.
  • Industry Validation: Major competitions sponsored by UK AISI, OpenAI, Anthropic, Google DeepMind.

Ideal for:

  • Pre-release evaluation of new AI models or major capability updates
  • Large-scale security validation requiring diverse attack perspectives
  • Organizations needing comprehensive documentation for regulatory compliance
  • Competitive benchmarking against industry-standard attack patterns

Expert Manual Assessment for Specialized Deployments

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.

Icon of radar gauge detecting circles

Private Red-Teaming

Key Capabilities:

  • Expert Team Assembly: Top Arena performers and Gray Swan researchers matched to your challenges.
  • Academic-Quality Research: Rigorous methodology with potential for peer-reviewed publication.

Ideal For:

  • Novel AI capabilities or architectures not covered by standard testing
  • High-stakes deployments in regulated industries or sensitive environments
  • Organizations requiring detailed security documentation for compliance or insurance
  • Custom research on emerging AI security challenges

Why Gray Swan

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.

Laptop with Gray Swan dashboard on the screen with an infographic that shows the ratio of security categories found

Engagement Models

Project-Based Assessments

Fixed-scope engagements with defined deliverables and timelines.

Continuous Automated Testing

Ongoing Shade integration for development lifecycle security.

Competition-Based Evaluation

Arena events tailored to your model or deployment requirements.

Research Partnerships

Long-term collaborative relationships combining expertise with your domain knowledge.

FAQ

Which red-teaming approach is right for my organization?
Does Shade need access to our model weights?
What kind of risks and vulnerabilities can you find?
Do your solutions work on multimodal models?
How do Arena competitions work for private model evaluation?
What’s included in private red-teaming engagements?

Ready to Start AI Red-Teaming?

Choose the approach that fits your deployment needs and security requirements.