CyCognito Introduces Continuous AI Pentesting to Address Evolving Threat Landscape

CyCognito, a leading exposure management platform, today announced the launch of its new Continuous AI Pentesting capability. This innovative solution integrates AI-driven offensive security testing directly into the platform, providing organizations with always-on coverage across their entire attack surface.

The need for continuous security assessment has become critical as cyberattacks increasingly leverage accessible AI tools. What once required skilled threat actors can now be carried out by individuals with limited expertise at significantly lower cost and in less time—creating a widening gap between attackers’ agility and defenders’ capabilities.

Addressing the Coverage Gap

“AI pentesting is rapidly becoming essential for security teams, but running it effectively at scale has been a challenge,” explains Rob Gurzeev, CEO and co-founder of CyCognito. “Traditional AI pentests typically focus on only the top 1% of assets, leaving the remaining 99% vulnerable to common attack vectors.”

Continuous AI Pentesting overcomes this limitation by providing comprehensive coverage across an organization’s entire external footprint. The solution leverages CyCognito’s unique Target Graph architecture—which connects exposure data with business context and threat intelligence—to prioritize testing efforts and maximize impact.

Key Architecture Components:

  • Exposure Assessment: Maps the organization’s digital perimeter, identifies all exposed assets, and enriches them with contextual information.
  • Exposure Validation: Runs over 100,000 deterministic tests continuously, freeing AI pentesters to focus on complex vulnerabilities.
  • Threat Intelligence: Incorporates real-time threat data, attacker playbooks, and historical vulnerability patterns to anticipate emerging risks.

This layered approach allows CyCognito’s AI agents to operate with greater efficiency—identifying critical weaknesses that would likely be missed by traditional security assessments.

Real-World Vulnerabilities Identified:

During development of Continuous AI Pentesting, CyCognito’s design partners (including Fortune 500 companies) uncovered several notable vulnerabilities:

  • Unauthenticated access to production CRM: Exposed management consoles allowed attackers to query millions of records without credentials.
  • Publicly readable knowledge bases: Sensitive customer data and internal communications were accessible via unsecured AI agent interfaces.
  • Building access controls exposed online: Remote attackers could potentially control door locks, CCTV systems, and physical security infrastructure.

CyCognito internally refers to this project as “Project Kineto”—a nod to the first motion picture camera that captured movement in time. As Gurzeev puts it, “Security testing has always been a snapshot; AI enables us to turn it into continuous motion: an always-on stream of change-aware assessments that operates at machine speed with expert-level insight.”

For more details on Continuous AI Pentesting and how it can transform your organization’s security posture, visit https://www.cycognito.com/blog/new-continuous-ai-pentesting.