Related Products
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About
Gray Swan is an enterprise AI security and evaluation platform that helps organizations deploy AI with confidence by protecting LLM applications, agents, and model deployments from emerging threats, policy violations, and harmful content. It integrates with any LLM provider to add security without disrupting existing workflows, combining automated adversarial testing, continuous red teaming, runtime monitoring, and adaptive protections. Gray Swan tests beyond known attacks by using threat intelligence from 15,000+ adversarial researchers and more than three million attack attempts generated through its Arena, helping teams discover vulnerabilities before they appear in public databases. Its core products include Shade, an advanced AI vulnerability assessment platform that continuously probes LLMs like a security researcher working 24/7, and Cygnal, a runtime monitoring and protection layer for AI interactions.
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About
Silmaril is a self-healing prompt injection defense designed to protect AI systems from increasingly complex, multi-step attacks that traditional guardrails fail to stop. It operates by wrapping inference calls and evaluating whether an execution sequence is leading toward a harmful outcome, rather than simply filtering inputs. It uses a multihead classifier that analyzes user intent, application context, and execution states together, enabling it to detect indirect injection, multi-turn attack chains, context poisoning, and tool abuse before damage occurs. Silmaril continuously strengthens its defenses through autonomous threat hunting agents that probe systems, discover vulnerabilities, and generate synthetic training data from real attack scenarios. These insights are used to retrain the model automatically, deploying updated protections in under an hour and propagating anonymized defenses across all deployments.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
AI labs, enterprises, and security teams that need adversarial testing, runtime protection, and continuous AI security for LLM applications and agents
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Audience
AI developers and organizations building agent-based systems who need real-time, adaptive protection against prompt injection and multi-step AI attacks
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationGray Swan
Founded: 2023
United States
www.grayswan.ai/
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Company InformationSimaril
United States
www.silmaril.dev/
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Python
Agent Development Kit (ADK)
Claude
Claude Code
Claude Haiku 4.5
Claude Opus 4.5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.5
Claude Sonnet 4.6
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Integrations
Python
Agent Development Kit (ADK)
Claude
Claude Code
Claude Haiku 4.5
Claude Opus 4.5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.5
Claude Sonnet 4.6
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