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What is Gray Swan?

Gray Swan is an all-encompassing platform for AI security and assessment that is crafted to enable organizations to confidently deploy AI solutions while protecting LLM applications, agents, and model implementations from constantly evolving threats, policy violations, and dangerous content. It offers seamless integration with any LLM provider, allowing for enhanced security protocols without disrupting current workflows, and it incorporates automated adversarial testing, continuous red teaming, runtime monitoring, and adaptive defense mechanisms. By utilizing threat intelligence gathered from over 15,000 adversarial researchers and more than three million simulated attack scenarios produced through its Arena, Gray Swan not only identifies known risks but also assists teams in uncovering vulnerabilities before they are recorded in public threat databases. Among its key features are Shade, an innovative AI vulnerability assessment tool that operates continuously to evaluate LLMs as if managed by a dedicated security expert, and Cygnal, which serves as a protective barrier for real-time AI interactions and oversight. These advanced tools empower organizations to not only anticipate but also effectively manage potential risks tied to their AI implementations, fostering a safer deployment environment. Ultimately, Gray Swan equips organizations with the necessary resources to stay ahead in an increasingly complex security landscape.

What is Akto?

Akto is a rapid, open-source API security platform that enables users to set up in just one minute. Security teams utilize Akto to keep an ongoing inventory of APIs, assess them for vulnerabilities, and identify issues during runtime. The platform includes tests for all categories from the OWASP Top 10 and HackerOne Top 10, such as Broken Object Level Authorization (BOLA), authentication flaws, Server-Side Request Forgery (SSRF), Cross-Site Scripting (XSS), and various security configurations. With its robust testing engine, Akto conducts a range of business logic tests by analyzing traffic data to discern API usage patterns, effectively minimizing false positives. Additionally, Akto supports integration with a variety of traffic sources, including Burpsuite, AWS, Postman, GCP, and various gateways, enhancing its usability across different environments. This adaptability makes Akto a valuable tool for ensuring the security of APIs in diverse operational settings.

Media

Media

Integrations Supported

Python
Claude Opus 4.5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.6
GPT-5
Muse Spark
Muse Spark 1.2
Muse Wonder Full
OpenAI o1

Integrations Supported

Python
AWS Elastic Beanstalk
F5 NGINX App Protect
GitLab
Google Cloud Platform
Google Compute Engine
Google Kubernetes Engine (GKE)
Java
Kong Konnect
Microsoft Azure
NGINX

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Up to 25 API endpoints: Free

Up to 500 API endpoints: $1890 per month

Unlimited API endpoints (Custom)
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

Gray Swan

Date Founded

2023

Company Location

United States

Company Website

www.grayswan.ai/

Company Facts

Organization Name

Akto

Date Founded

2022

Company Location

United States

Company Website

www.akto.io

Categories and Features

AI Security

Not specified

Categories and Features

AI Agent Security

Not specified

AI Governance

Not specified

AI Guardrails

Not specified

AI Security

Not specified

API Security

Not specified

API Testing

Fuzz Testing
Security Testing

Shadow AI Detection

Not specified

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