Gray Swan AI

Gray Swan sells AI-model and agent security to frontier labs and enterprises: adversarial testing before release, plus runtime filtering and monitoring to block attacks, unsafe outputs, and policy violations.

Source:grayswan.ai

grayswan.ai · updated Sep 29, 2026

Evals and benchmarks

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Headquarters: Pittsburgh, United States
Source:linkedin.com
Founded: 2023
Source:linkedin.com
Headcount: 51-200
Source:linkedin.com
Total funding: $50M
Sources:grayswan.ai technical.ly thepittsburghwire.com
Latest round: Series A, $40M, May 2026
Source:grayswan.ai

Trust & data

How the vendor protects buyer material, where its data comes from, and where it can run.

SOC 2: Vendor-stated Type II
Source:trust.grayswan.ai
Trust center: trust.grayswan.ai
Source:trust.grayswan.ai
Other certifications: Cyber Essentials
Source:trust.grayswan.ai
Deployment: Vendor-hostedCustomer cloud / VPCOn-prem
Source:grayswan.ai
Data sources: Expert or contractor-created
Source:grayswan.ai
Quote
Expert or contractor-created: 15,000+ red teamers generating continuous adversarial data
Stated confidentiality practices: Its service agreement restricts disclosure of customer confidential information to people who need to know and must protect it. Arena submissions and successful techniques must remain private during a challenge; private red-team engagements are under NDA.
Sources:grayswan.ai app.grayswan.ai
Not publicly listed: Exclusivity

What they sell

Offerings: Evals and benchmarks
Source:grayswan.ai
Domains: Security
Source:grayswan.ai
Delivery formats: APIDatasetsManaged service
Sources:docs.grayswan.ai grayswan.ai github.com
Public samples & benchmarks: IPI Arena benchmark
IPI Arena attacks dataset
Sources:github.com/GraySwanAI/ipi_arena_os github.com/grayswansecurity/ipi_arena_os
Named customers: AnthropicOpenAIMetaByteDancexAIDeloitteGoogle DeepMindAmazon
Sources:trust.grayswan.ai grayswan.ai

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