Assess risk and enforce good behavior using the same technology all leading frontier labs rely on to evaluate the safety and alignment of their flagship models.
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As the leading pre-release evaluator of frontier model alignment, we deliver the best available active behavior assessment and enforcement for Enterprise AI.
Shade is the active behavior assessment solution built by the team that reliably breaks the latest models. Powered by LLM-based adversarial agents and available as automated software, Shade runs attacks that work against your models, agents, and guardrails — in your deployment context. You'll see exactly where you're exposed, and exactly what to do about it.
Cygnal is the runtime active behavior enforcement solution trained on the attacks that reliably work against the latest frontier models. It classifies and blocks adversarial inputs and unsafe agent outputs in production, with the highest block rate, lowest false positive rate, and lowest latency on the market.
Most AI security validates against known attacks. Gray Swan tests against attacks discovered by 15,000+ adversarial researchers. Most of these attacks haven’t been published yet.
Arena competitions reveal emerging attacks before they appear in public databases.
Red-teamers have generated over three million attack attempts that drive our methods.
Policies and scans adapt to your enterprise agent’s tools, data, and workflows rather than generic checklists.
Our research has directly informed the safety evaluations of some of the most advanced AI models in the world.
Defend smarter.
Stop attacks before they start with the Gray Swan’s continuous coverage and adaptive protections.
Move faster.
Simple integration gives you ironclad protection, so you can focus on building what matters to your business.
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