Real-world deployments

Case Studies

CAI in production, battle-tested.

From SOCs and banks to national law enforcement and industrial robotics, our customers deploy Cybersecurity AI (CAI) to automate offensive testing, accelerate vulnerability discovery and shorten remediation cycles. Every case below is a real engagement with measurable outcomes.

Sovereign AI for National Cyber Defense
Nation-State Defense

Sovereign AI for National Cyber Defense

How a European National Defense Organization deployed Cybersecurity Superintelligence (CSI) entirely on-premise to strengthen sovereign cyber defense operations while retaining full control over infrastructure, models, operational data and AI governance.

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Unifying SOC, GRC, and Pentesting: Scaling MSSP Operations with Cybersecurity AI
Security Operations

Unifying SOC, GRC, and Pentesting: Scaling MSSP Operations with Cybersecurity AI

How a global MSSP placed CSI at the center of a unified, automated security ecosystem to eliminate alert fatigue, validate threats at machine speed, and scale continuous compliance across a multi-tenant environment.

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Nation-State Scenario: Deploying CSI On-Premise to Defend an Allied Nation
Nation-State Defense

Nation-State Scenario: Deploying CSI On-Premise to Defend an Allied Nation

Discover how a rapid response team defended critical national infrastructure against massive nation-state cyber threats using CSI On-Premise.

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Orchestrating Resilience: Unifying SOC Workflows with Automated Pentesting
Security Operations

Orchestrating Resilience: Unifying SOC Workflows with Automated Pentesting

Learn how a global tech leader unified SOC and Pentesting through CAI to automate workflows and eliminate operational noise.

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Zero-Day Resilience: Scaling Offensive Operations in Banking
Financial Security

Zero-Day Resilience: Scaling Offensive Operations in Banking

Discover how a major financial institution automated its pentesting workflow to achieve continuous compliance and faster vulnerability remediation.

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Breaking Out of the Sandbox
Security Operations

Breaking Out of the Sandbox

A government IT security team leveraged CAI to simulate real-world privilege escalation attacks from a non-privileged user context. The result: validated controls, targeted hardening, and reduced insider threat exposure across 35,000+ managed endpoints.

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Think Like the Adversary
Security Operations

Think Like the Adversary

A government critical infrastructure unit leveraged CAI to simulate advanced persistent threats using MITRE ATT&CK techniques. By validating detection gaps, testing evasions, and measuring response readiness, the organization strengthened its defensive posture against nation-state adversaries.

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Secure Before Deploy
Security Operations

Secure Before Deploy

How a National Security Technology Division embedded security into its SDLC to detect vulnerabilities before deployment, reduce remediation costs, and accelerate mission-critical software delivery

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NIS2 Readiness Through Continuous Security Automation
Compliance & Regulation

NIS2 Readiness Through Continuous Security Automation

A Spanish provincial government deployed CAI to automate cybersecurity evaluation workflows and support NIS2 readiness, moving from periodic audits to repeatable, evidence-driven security validation.

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Web Application Security & Red Team Operations
Web Application Security

Web Application Security & Red Team Operations

An enterprise telecommunications red team integrated CAI PRO into real-world web application testing to evaluate how AI agents augment detection, validation and security workflows.

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From Breach to Containment
Security Operations

From Breach to Containment

How a Spanish law enforcement agency gained real visibility into internal attack paths, lateral movement, and post-breach containment across 35,000+ endpoints.

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Securing the Digital Perimeter
Security Operations

Securing the Digital Perimeter

A national law enforcement agency eliminated blind spots in its external attack surface and shifted from annual pentests to continuous validation.

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Threat modeling analysis of AMR1
Threat & Risk Modeling

Threat modeling analysis of AMR1

Threat modeling analysis of AMR1, evaluating cybersecurity risks and vulnerabilities in autonomous mobile robots.

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Autonomous Pentesting: Solving the HTB "Validation" Machine with CAI
CAI-Powered Discovery & Automation

Autonomous Pentesting: Solving the HTB "Validation" Machine with CAI

CAI (Cybersecurity AI) validates automated penetration testing capabilities through HackTheBox exercises. See how AI-driven security assessment achieves 100% success rate across diverse HTB targets, demonstrating autonomous exploit development, privilege escalation, and flag retrieval.

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CAI-Powered DevSecOps: Automated GitLab CI/CD Pipeline Security Analysis
CAI-Powered Discovery & Automation

CAI-Powered DevSecOps: Automated GitLab CI/CD Pipeline Security Analysis

CAI (Cybersecurity AI) framework integrates into GitLab CI/CD pipelines for automated, AI-powered security analysis. Detects complex vulnerabilities beyond traditional SAST tools.

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CAI-Powered Brand Protection: Analyzing Website Impersonation Risks for ARME
Threat & Risk Modeling

CAI-Powered Brand Protection: Analyzing Website Impersonation Risks for ARME

ARME users leverage CAI (Cybersecurity AI) for advanced penetration testing and CTF challenges. See how AI-driven exploit development accelerates protocol analysis, binary exploitation, and automated vulnerability discovery in real-world offensive security scenarios.

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CAI race condition exploitation in file upload vulnerability
Web Application Security

CAI race condition exploitation in file upload vulnerability

CAI (Cybersecurity AI) framework discovers and exploits a race condition vulnerability in file upload functionality. AI-powered security testing demonstrates web shell upload through timing attack.

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Automating NIST SP 800-53 Compliance Assessments with CAI
Compliance & Regulation

Automating NIST SP 800-53 Compliance Assessments with CAI

CAI NIST 800-53 Compliance Agent automates security control assessment with evidence-based AI, Lynis integration, and comprehensive risk scoring.

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CAI-Powered Spear Phishing Analysis: Compromising AutoCar AGV Operators
CAI-Powered Discovery & Automation

CAI-Powered Spear Phishing Analysis: Compromising AutoCar AGV Operators

CAI (Cybersecurity AI) proactively investigated a spear phishing attack targeting Autocar, identifying domain vulnerabilities and delivering actionable remediation measures.

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Alias1 CAI vs. Claude Code: A Comparative Study in Unrestricted AI Hacking
Community & Ecosystem

Alias1 CAI vs. Claude Code: A Comparative Study in Unrestricted AI Hacking

CAI executing complete Advanced Persistent Threat simulation. See how alias1-powered CAI performs unrestricted post-exploitation without jailbreaks, outperforming Claude Code in professional penetration testing scenarios.

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CAI delivers unlimited security automation
Community & Ecosystem

CAI delivers unlimited security automation

Learn why Alias Robotics transitioned from CAI ONE to CAI PRO. Real-world usage revealed that token-based models are incompatible with AI security workflows. CAI PRO delivers unlimited, enterprise-grade autonomous security performance.

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CAI leverage MCP to secure Sublight Shipping\'s autonomous robot fleet
CAI-Powered Discovery & Automation

CAI leverage MCP to secure Sublight Shipping\'s autonomous robot fleet

CAI using MCP, Model Context Protocol, to secure Sublight Shipping\'s autonomous robot fleet

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CAI delivers autonomous RCE for SelfHack
Community & Ecosystem

CAI delivers autonomous RCE for SelfHack

SelfHack AI, winner of Cyber Security Nordic Pitch Finland 2025, uses CAI\'s Red Team Agent to benchmark and inspire their autonomous pentesting platform. See how leading AI security companies leverage CAI to validate real-world attack chain automation, from reconnaissance to RCE.

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CAI Powers Next-Generation Penetration Testing: Athena OS Users Demonstrate AI-Driven Exploit Development
Community & Ecosystem

CAI Powers Next-Generation Penetration Testing: Athena OS Users Demonstrate AI-Driven Exploit Development

athenaOS users leverage CAI (Cybersecurity AI) for advanced penetration testing and CTF challenges. See how AI-driven exploit development accelerates protocol analysis, binary exploitation, and automated vulnerability discovery in real-world offensive security scenarios.

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HackerOne engineers leverage CAI to build their own AI security products
Community & Ecosystem

HackerOne engineers leverage CAI to build their own AI security products

HackerOne\'s top engineers use CAI (Cybersecurity AI) framework to inspire and build AI-powered security products. Their Deduplication Agent is heavily inspired by CAI\'s Retester agent, showcasing how leading bug bounty platforms leverage CAI for innovation.

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Cybersecurity AI (CAI) achieves Top-10 ranking in Dragos OT CTF 2025
Community & Ecosystem

Cybersecurity AI (CAI) achieves Top-10 ranking in Dragos OT CTF 2025

CAI (Cybersecurity AI) framework achieves Top-10 ranking in the Dragos OT CTF 2025, demonstrating AI-powered vulnerability discovery in operational technology systems. Security research showcases autonomous penetration testing capabilities in critical infrastructure environments.

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Cybersecurity AI (CAI) finds vulnerabilities in Unitree G1 Humanoid Robot and identifies potential surveillance risks
Robot Penetration Testing

Cybersecurity AI (CAI) finds vulnerabilities in Unitree G1 Humanoid Robot and identifies potential surveillance risks

CAI (Cybersecurity AI) framework uncovers critical privacy violations in Unitree G1 humanoid robot. Security research reveals unauthorized telemetry collection, exposed credentials, and potential surveillance capabilities violating international privacy laws.

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CAI discovers critical vulnerability in Ecoforest heat pumps
CAI-Powered Discovery & Automation

CAI discovers critical vulnerability in Ecoforest heat pumps

CAI (Cybersecurity AI) framework discovers critical security vulnerability in Ecoforest heat pumps allowing unauthorized remote access and potential catastrophic failures. AI-powered security testing reveals exposed credentials and DES encryption weaknesses.

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CAI-powered API vulnerability discovery at Mercado Libre
CAI-Powered Discovery & Automation

CAI-powered API vulnerability discovery at Mercado Libre

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at Mercado Libre through automated enumeration attacks. AI-powered security testing reveals user data exposure risks.

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CAI-powered API vulnerability discovery at Low Cost AMR1
CAI-Powered Discovery & Automation

CAI-powered API vulnerability discovery at Low Cost AMR1

CAI (Cybersecurity AI) framework discovers and demonstrates vulnerabilities in MQTT communications

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Threat modeling analysis of AMR1
Threat & Risk Modeling

Threat modeling analysis of AMR1

Threat modeling analysis of AMR1, evaluating cybersecurity risks and vulnerabilities in autonomous mobile robots.

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CAI-powered API vulnerability discovery at Mercado Libre
CAI-Powered Discovery & Automation

CAI-powered API vulnerability discovery at Mercado Libre

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at Mercado Libre through automated enumeration attacks. AI-powered security testing reveals user data exposure risks.

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CAI with MCP enables AI-assisted web application security testing on OWASP Juice Shop
Web Application Security

CAI with MCP enables AI-assisted web application security testing on OWASP Juice Shop

CAI integrated with Chrome via MCP delivers AI-assisted web application security assessments, demonstrated on OWASP Juice Shop with 171x faster vulnerability discovery

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CAI-powered API vulnerability discovery at UR3e
CAI-Powered Discovery & Automation

CAI-powered API vulnerability discovery at UR3e

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at UR3e through connection to Dashboard Server command-line interface.

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CAI-powered API vulnerability discovery at premium AMR1
CAI-Powered Discovery & Automation

CAI-powered API vulnerability discovery at premium AMR1

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at premium AMR1 exploiting ROS vulnerabilities

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CAI-powered API vulnerability discovery at Low Cost AMR1
CAI-Powered Discovery & Automation

CAI-powered API vulnerability discovery at Low Cost AMR1

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at Premium AMR1 exploiting ROS vulnerabilities

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CAI-powered API vulnerability discovery at UR3e
Compliance & Regulation

CAI-powered API vulnerability discovery at UR3e

CAI (Cybersecurity AI) framework applies IEC 62443-4-2 SL1 compliance checks on UR3e, generating a security assessment report.

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CAI-powered API vulnerability discovery at UR3e
Compliance & Regulation

CAI-powered API vulnerability discovery at UR3e

CAI (Cybersecurity AI) framework applies IEC 62443-4-2 SL1 compliance checks on UR3e, generating a security assessment report.

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an extra security layer with RIS to ensure safety
Robot Immune System (RIS)

an extra security layer with RIS to ensure safety

The Robot Immune System (RIS) protects the robots during advanced R&D activities at Joanneum Research. Machine Learning approaches in robots are now secured thanks to the Robot Immune System.

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an extra security layer with RIS to ensure safety
Robot Immune System (RIS)

an extra security layer with RIS to ensure safety

The Robot Immune System (RIS) protects the robots during advanced R&D activities at Joanneum Research. Machine Learning approaches in robots are now secured thanks to the Robot Immune System.

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RIS protects robots used in advanced R&D activities
Robot Immune System (RIS)

RIS protects robots used in advanced R&D activities

The Robot Immune System (RIS) protects the robots advanced R&D activities at Vicomtech, a leading RTO providing solutions to industrial customers in the European landscape.

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RIS protects RPK robots
Robot Immune System (RIS)

RIS protects RPK robots

The Robot Immune System (RIS) protects the robots of RPK, a manufacturer of industrial-grade springs serving automotive, electric or medical industries, among others.

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RIS and KICS secure robot endpoints in OT environments
Robot Immune System (RIS)

RIS and KICS secure robot endpoints in OT environments

The Robot Immune System (RIS) protects the robots of RPK, a manufacturer of industrial-grade springs serving automotive, electric or medical industries, among others.

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BlackBox Traceability
Threat & Risk Modeling

BlackBox Traceability

A traceability analysis connecting Blackbx to a UR robot, in which all information is registered and recorded.

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Red Teaming - ROS-Industrial
Robot Penetration Testing

Red Teaming - ROS-Industrial

A red teaming report using the ROS-Industrial platform

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penetration testing Mobile Industrial Robots
Robot Penetration Testing

penetration testing Mobile Industrial Robots

A penetration testing case study on the collaborative robots of Mobile Industrial Robots.

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penetration testing Universal Robots
Robot Penetration Testing

penetration testing Universal Robots

A penetration testing case study on the collaborative robots of Universal Robots.

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DJI
Robot Penetration Testing

DJI

Penetration testing DJI drones - cybersecurity case study.

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KUKA
Robot Penetration Testing

KUKA

A penetration testing case study on a KUKA robot.

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ABB
Robot Penetration Testing

ABB

A penetration testing case study on a KUKA robot.

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threat modeling a ROS2 robot
Threat & Risk Modeling

threat modeling a ROS2 robot

A security threat model case study of a collaborative modular robot with ROS 2 performing a pick & place activity.

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xArm
Robot Penetration Testing

xArm

A penetration testing a low cost collaborative robot.

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Softbank Robotics
Robot Penetration Testing

Softbank Robotics

A penetration testing case study on the Pepper and NAO humanoid robots of Softbank Robotics.

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Tello
Robot Penetration Testing

Tello

Penetration testing Tello drone - cybersecurity case study.

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Threat modeling analysis of Low Cost AMR1
Threat & Risk Modeling

Threat modeling analysis of Low Cost AMR1

Threat modeling analysis of Low Cost AMR1, evaluating cybersecurity risks and vulnerabilities in autonomous mobile robots.

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