Aeon AI Risk Management

Website, API, and AI security assessment with verified fixes.

CyberGuard provides authorized website penetration testing, web application vulnerability testing, API security testing, and AI stack security review with frontier-level defensive and authorized offensive capability, plus verified remediation and SOC 2 readiness evidence.

Questions this page answers

What does an AI security assessment cover?
It can cover authorized website penetration testing, web application vulnerability testing, API security testing, LLM apps, AI agents, MCP servers, codebases, ML pipelines, tool handlers, and data paths.
Will developers get actionable fixes?
Yes. Findings are verified, documented, mapped to developer remediation, and retested after fixes where the engagement scope includes closure validation.
Can it support SOC 2 readiness?
Yes. Aeon prepares audit-ready technical controls, remediation evidence, and security documentation your assessor can map to your controls. Your auditor still issues the opinion.
How does an engagement start?
Start with a free public-exposure snapshot and threat-model call when useful, then move into a paid diagnostic, full AI-native pentest review, or Release Security Gate under signed Rules of Engagement.
Is the work research-backed?
Yes. Aeon maintains an owned-lab vulnerability research pipeline and represents public proof at class level until coordinated disclosure is complete.

Classic web risk plus AI-native risk

Review the website, web application, API, codebase, LLM app, AI agent, MCP server, model pipeline, retrieval path, and sensitive data path together.

Verified findings, not scanner noise

Findings are safely reproduced, documented, prioritized, mapped to developer remediation, and retested where closure validation is in scope.

Start passive, then authorize testing

Begin with a free public-exposure snapshot and threat-model call, then move into a paid diagnostic, full AI-native pentest review, or Release Security Gate under signed Rules of Engagement.

Research-backed CyberGuard path

Aeon maps security work to Access, Execute, and Leak: what the system can reach, what it can cause, and what sensitive data or evidence can escape. Public proof stays firm-attributed and class-level until disclosure is complete.