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features
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support

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Description

Gray Swan is a comprehensive AI security and evaluation platform designed to empower organizations to implement AI solutions confidently while safeguarding LLM applications, agents, and model deployments against evolving threats, policy breaches, and harmful content. It seamlessly integrates with any LLM provider, enhancing security measures without interrupting existing workflows, and combines automated adversarial testing, ongoing red teaming, runtime supervision, and adaptive defenses. By leveraging threat intelligence from over 15,000 adversarial researchers and more than three million simulated attack attempts generated through its Arena, Gray Swan goes beyond merely identifying known threats to help teams uncover vulnerabilities prior to their documentation in public databases. Its primary offerings include Shade, a cutting-edge AI vulnerability assessment platform that continuously evaluates LLMs akin to a dedicated security researcher operating around the clock, and Cygnal, which acts as a protective layer for real-time AI interactions and monitoring. With these tools, organizations can proactively anticipate and mitigate risks associated with AI deployments.

Description

Silmaril is an innovative defense mechanism against prompt injection that autonomously heals itself, aiming to safeguard AI systems from sophisticated, multi-layered threats that conventional barriers cannot mitigate. Unlike traditional methods that merely filter inputs, it envelops inference calls, assessing whether the sequence of actions is steering towards a detrimental result. By employing a multihead classifier, it evaluates user intentions, application contexts, and execution states simultaneously, which allows it to identify indirect injections, multi-turn attack sequences, context manipulation, and tool exploitation before any harm can occur. To enhance its protective capabilities, Silmaril incorporates autonomous threat-hunting agents that explore systems, identify weaknesses, and produce synthetic training data based on actual attack incidents. These findings facilitate automatic model retraining, allowing for the deployment of updated defenses in less than an hour, while simultaneously disseminating anonymized protective measures across all instances. Moreover, this proactive approach ensures that the system remains resilient against emerging threats, adapting continuously to the evolving landscape of cybersecurity challenges.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

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
CrewAI
GPT-5
JavaScript
Muse Spark
OpenAI
OpenAI o1
OpenAI o3-mini
OpenClaw
TypeScript
Vercel

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
CrewAI
GPT-5
JavaScript
Muse Spark
OpenAI
OpenAI o1
OpenAI o3-mini
OpenClaw
TypeScript
Vercel

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Gray Swan

Founded

2023

Country

United States

Website

www.grayswan.ai/

Vendor Details

Company Name

Simaril

Country

United States

Website

www.silmaril.dev/

Product Features

Product Features

Alternatives

No Alternatives

Alternatives

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Operant

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SAGE

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