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Gray Swan AI

AI safety infrastructure for production deployments facing adversarial threats.

Early-stageUSAEarly-stageSecurity-firstAI infrastructureUSA-based

Famous for

What Gray Swan AI is known for

  • Focused on the specific attack surface of AI systems in high-stakes environments where failures have material consequences.
  • Built to address threats from well-resourced attackers, tool misuse, and retrieval poisoning in live AI deployments.
  • Positioned at the intersection of AI ops and security, not a general-purpose safety research play.

For growth marketers

What it's like to work at Gray Swan AI

Early-stage infrastructure company solving a concrete problem: how to keep AI systems safe when they're deployed in production and exposed to real adversaries. The growth challenge is classic B2B infrastructure: land with security and ML teams at enterprises already running AI, then expand into ops. Small team, high technical bar, long sales cycles.

About

In their own words

About Gray Swan # About Us Gray Swan is the safety and security provider for the AI era. We understand the unique threats faced by AI deployments in settings where well-resourced attackers, external tool use, retrieval, and misuse—intentional or otherwise—could bring everything to a halt. We’re.

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