Maze AI Agents vs RoboShadow: Side-by-Side Comparison (2026)

Maze AI Agents: AI agents investigate cloud vulnerabilities in context and automate remediation. built by Maze. Core capabilities include AI-driven vulnerability investigation in cloud environment context, Automated exploitability analysis with exploitation requirement checking, False positive removal and non-exploitable vulnerability filtering..

RoboShadow: Automated vulnerability assessment and remediation platform. built by RoboShadow. Core capabilities include Internal Vulnerabilty Scanning, External Scanning, AI Penetration Test..

Both serve the Vulnerability Assessment market but differ in approach, feature depth, and target audience.

Maze AI Agents differentiates with AI-driven vulnerability investigation in cloud environment context, Automated exploitability analysis with exploitation requirement checking, False positive removal and non-exploitable vulnerability filtering. RoboShadow differentiates with Internal Vulnerabilty Scanning, External Scanning, AI Penetration Test.

Maze AI Agents is developed by Maze. RoboShadow is developed by RoboShadow. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Maze AI Agents integrates with AWS Bedrock, Google Vertex, Slack. RoboShadow integrates with Shodan, NMAP, Active Directory, Azure AD, Microsoft 365 and 2 more. Check integration compatibility with your existing security stack before deciding.

Maze AI Agents and RoboShadow serve similar Vulnerability Assessment use cases: both are Vulnerability Assessment tools. Review the feature comparison above to determine which fits your requirements.