Aiceberg Risk Signals Library vs Astrix Agentic AI Security: Side-by-Side Comparison (2026)

Aiceberg Risk Signals Library: Library of AI threat detection signals for securing generative AI models. built by Aiceberg. Core capabilities include PII detection and protection, PHI detection for healthcare data, PCI data detection for payment information..

Astrix Agentic AI Security: Secures AI agents, MCP servers, and non-human identities with discovery & ITDR. built by Astrix Security. Core capabilities include Real-time inventory of AI agents, MCP servers, and NHIs, Risk assessment and business usage context, Detection of excessive privileges and vulnerable configurations..

Both serve the AI Threat Detection market but differ in approach, feature depth, and target audience.

Aiceberg Risk Signals Library differentiates with PII detection and protection, PHI detection for healthcare data, PCI data detection for payment information. Astrix Agentic AI Security differentiates with Real-time inventory of AI agents, MCP servers, and NHIs, Risk assessment and business usage context, Detection of excessive privileges and vulnerable configurations.

Aiceberg Risk Signals Library is developed by Aiceberg. Astrix Agentic AI Security is developed by Astrix Security. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aiceberg Risk Signals Library and Astrix Agentic AI Security serve similar AI Threat Detection use cases: both are AI Threat Detection tools. Review the feature comparison above to determine which fits your requirements.