---
title: Gray Swan Reviews
meta_title: 'Gray Swan Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter reviews by the users' company size, role or industry to find
  out how Gray Swan works for a business like yours.
date_modified: '2026-06-12'
parent_category:
  name: Artificial Intelligence
  url: https://www.g2.com/categories/artificial-intelligence
---


# Gray Swan Reviews
**Vendor:** Grayswan  
**Category:** [ AI Governance Tools](https://www.g2.com/categories/ai-governance-tools)
## About Gray Swan
Gray Swan is an enterprise-grade AI security platform dedicated to safeguarding large language model (LLM) deployments from emerging threats, ensuring reliable and compliant AI interactions. By integrating seamlessly with various LLM providers, Gray Swan offers comprehensive security solutions without disrupting existing workflows. Key Features and Functionality: 1. Cygnal: Real-time AI Protection - Universal Compatibility: Supports OpenAI, Anthropic, Google Gemini, and other OpenAI-compatible LLM providers. - Real-time Filtering: Performs input and output content moderation with customizable policies. - Drop-in Integration: Requires minimal code changes; simply adjust the base URL without altering SDKs. - Threat Detection: Offers advanced jailbreak detection and prompt injection prevention. 2. Shade: AI Vulnerability Assessment - Automated Probing: Conducts continuous stress-testing of AI deployments. - Vulnerability Detection: Identifies scenarios leading to harmful content, data leaks, or off-script behavior. - Evolving Protection: Updates automatically to address new AI threats as they emerge. - Comprehensive Reporting: Provides detailed analyses with reproducible outcomes. Primary Value and Solutions: Gray Swan addresses the critical need for robust AI security by offering tools that protect against sophisticated threats, including jailbreaks, prompt injections, and compliance violations. By implementing real-time filtering and continuous vulnerability assessments, Gray Swan ensures that AI systems operate safely and reliably, mitigating risks associated with harmful content generation and data exposure. This proactive approach empowers enterprises to deploy AI technologies with confidence, maintaining trust and compliance in their AI-driven applications.






- [View Gray Swan pricing details and edition comparison](https://www.g2.com/products/gray-swan/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-05+02%3A33%3A32+-0500&secure%5Bsession_id%5D=16b1505c-5e2a-44d5-a45e-3dd1e1fd3a73&secure%5Btoken%5D=382efc208f292bc01604ab4b876181964b6e27426786635ad0caf6c44d07969d&format=llm_user)

## Gray Swan Features
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**AI/Machine Learning**
- AI/Machine Learning

**Decision Support**
- Decision Support

**Collaboration Tools**
- Collaboration Tools

**Access Controls/Permissions**
- Access Controls/Permissions

**Task Management**
- Task Management

**Real-Time Monitoring**
- Real-Time Monitoring

**Natural Language Processing**
- Natural Language Processing

**AI Policy Mapping**
- AI Policy Mapping

**AI Risk Management**
- AI Risk Management

**Ethical AI Monitoring**
- Ethical AI Monitoring

**Audit Trail**
- Audit Trail

**Integration into Third Party Applications**
- Integration into Third Party Applications

**Product Lifecycle Management**
- Product Lifecycle Management

**Proactive Recommendations**
- Proactive Recommendations

**AI Compliance**
- Regulatory Reporting
- Automated Compliance
- Audit Trails

**Risk Management & Monitoring**
- AI Risk Management
- Real-time Monitoring

**AI Lifecycle Management**
- Lifecycle Automation

**Access Control and Security**
- Pole-based Access Control (RBAC)

**Collaboration and Communication **
- Model Sharing and Reuse

**Agentic AI - AI Governance Tools**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

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