Security

Gray Swan AI

AI security platform that red-teams frontier models for AI labs

Visit Gray Swan AI
1 viewsPricing · PaidRising
The Falcoscan Intel Panel/Gray Swan AI · Security
Live market data
Opportunity
75
Strong/ 100
Saturation
33
Open/ 100
Wrapper Risk
9
Open/ 100
Signal
Rising
Market trend
The Brief

What Gray Swan AI does

Gray Swan AI builds security tools that stress-test AI models and agents for vulnerabilities before and after deployment, through three products: Shade for pre-release testing, Cygnal for runtime protection, and Arena, a network of more than 15,000 outside researchers who probe models for weaknesses. Forbes reports the company's clients include OpenAI, Anthropic, Google DeepMind, Meta, xAI, and ByteDance. Gray Swan was founded in 2023 by Carnegie Mellon University professors Matt Fredrikson and Zico Kolter, according to Technical.ly. The Pittsburgh company raised a $40 million Series A announced May 28, 2026, co-led by Wing Venture Capital and Madrona.

Builder’s Brief

Gray Swan AI is a security tool on Falcoscan. AI security platform that red-teams frontier models for AI labs. Falcoscan rates Gray Swan AI with an Opportunity score of 75/100, a Saturation score of 33/100, and a Wrapper-risk score of 9/100. Market signal: rising. Gray Swan AI is founded in 2023, currently at Series_a stage. Pricing: Paid.

Market position · Security

How Gray Swan AI compares in Security

Gray Swan AI's opportunity score of 75 ranks #80 of 299 live Security tools on Falcoscan, 5.8 points above the category average of 69.2. Its saturation score is 33/100, against a category average of 32.6. 132 of the 299 live Security tools carry a hot signal, and Falcoscan has recorded 7 shutdowns in the category.

Gray Swan AI compared with top-rated Security tools
ProductOpportunitySaturationPricingSignal
Gray Swan AI7533PaidRising
Linear Security6752FreemiumHot
Burp Suite2258FreemiumStable
Protect AI8610FreemiumStable
1Password Secrets7840FreemiumHot
Trivy8130FreeHot
What it ships with

Capabilities & who uses it

The capabilities Gray Swan AI exposes to builders and the verticals it currently serves.

AI Capabilities
Adversarial TestingRuntime ProtectionRed TeamingVulnerability DetectionAgent Security
Industry Verticals
CybersecurityArtificial Intelligence
Tagged

Gray Swan AI shows up when builders search for these

ai-red-teamingai-safetymodel-securityadversarial-testingfrontier-ai
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Questions

Gray Swan AI: common questions

Is Gray Swan AI free?

No. Gray Swan AI is a paid product.

What are the best alternatives to Gray Swan AI?

The top-rated live Security tools on Falcoscan, other than Gray Swan AI, are Linear Security, Burp Suite, Protect AI, 1Password Secrets, and Trivy.

Is Gray Swan AI still operating?

Yes. Falcoscan's operating checks list Gray Swan AI as active.

Where is Gray Swan AI based?

Gray Swan AI is headquartered in Pittsburgh, United States.

Does Gray Swan AI have an API?

Yes. Gray Swan AI offers an API.

Who is Gray Swan AI for?

Gray Swan AI is built for ai labs and enterprise security teams.

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