AI Detection and Response (AIDR) vs Pebblo: Side-by-Side Comparison (2026)

AI Detection and Response (AIDR): AI Detection and Response platform for securing AI agents and applications. built by Zenity. Core capabilities include AI observability for monitoring AI agents and applications, AI Security Posture Management (AI-SPM), AI Detection and Response (AIDR) capabilities..

Pebblo: AI security platform enforcing access control & governance for AI apps/agents. built by Daxa.ai. Core capabilities include Permissions-aware data connectors with classification for enterprise data sources (Safe Connectors), Role-appropriate and compliant data retrieval from vector databases (Safe Retriever), Secure MCP agent data access with identity and policy control, including prompt injection protection (Safe MCP)..

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

AI Detection and Response (AIDR) differentiates with AI observability for monitoring AI agents and applications, AI Security Posture Management (AI-SPM), AI Detection and Response (AIDR) capabilities. Pebblo differentiates with Permissions-aware data connectors with classification for enterprise data sources (Safe Connectors), Role-appropriate and compliant data retrieval from vector databases (Safe Retriever), Secure MCP agent data access with identity and policy control, including prompt injection protection (Safe MCP).

AI Detection and Response (AIDR) is developed by Zenity. Pebblo is developed by Daxa.ai. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

AI Detection and Response (AIDR) and Pebblo serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.