Aikido Security and Belfius Launch On-Prem AI Pentesting to Combat Machine-Speed Cyber Attacks
By Lauren Towner · 5 August 2026
In brief: Aikido Security has launched Aikido Machine, an on-prem AI penetration testing server, with Belfius bank deploying over 200 AI agents to continuously test its internal systems for vulnerabilities.
| Product Name | Aikido Machine |
|---|---|
| AI Agent Count | 200+ |
| Hardware Specs | Nvidia GPUs |
| Primary Partner | Belfius |

Quick Summary
Aikido Security has launched Aikido Machine, an on-prem AI penetration testing server that allows regulated institutions like Belfius to run continuous security audits within their own data centers. This solution enables AI-driven vulnerability detection without exposing sensitive source code or data to external networks.
How Does Aikido Machine Solve AI-Driven Cyber Threats?
Aikido Machine addresses the critical gap in modern cybersecurity where attackers use AI to launch 24/7 automated strikes. By deploying a dedicated physical server equipped with Nvidia GPUs directly into a customer's infrastructure, Aikido allows firms to fight fire with fire. The system runs autonomous AI agents that mimic ethical hackers, searching for weaknesses at a speed and scale that human teams cannot match.
- Continuous security testing replaces the outdated model of annual manual pentests.
- Model-agnostic architecture supports multiple Large Language Models (LLMs) for specialized tasks.
- On-premise deployment ensures that all data and source code remain behind the bank's firewall.
What Results Has Belfius Achieved with AI Pentesting?
As the first major deployer of this technology, Belfius has integrated over 200 AI agents into its own data center to stress-test its digital infrastructure. This partnership moves beyond a standard vendor relationship, as the bank helps refine the Aikido Machine to meet the rigorous regulatory demands of a systemically important financial institution. The deployment proves real weaknesses in real-time rather than just flagging theoretical risks, significantly shortening the window between vulnerability discovery and remediation.
- 200+ AI agents running around the clock.
- Zero data leakage due to the localized hardware setup.
- Strategic European anchoring using Belgian-built technology on sovereign soil.
FF NEWS TAKE:
This announcement significantly moves the needle for financial cybersecurity. By moving AI-driven vulnerability detection on-premise, Aikido Security has solved the primary regulatory hurdle - data sovereignty - that has kept banks from utilizing advanced AI security tools. As cybercriminals increasingly adopt automated attack vectors, the shift from periodic manual testing to continuous AI pentesting is no longer a luxury; it is a fundamental requirement for institutional resilience.
Frequently asked questions
What is Aikido Machine and how does it work?
Aikido Machine is a physical on-premise server equipped with Nvidia GPUs that runs continuous AI penetration testing. It deploys over 200 autonomous AI agents to search for vulnerabilities within a company's network 24/7, ensuring that sensitive source code and data never leave the organization's infrastructure.
Why is Belfius using on-premise AI for security?
Belfius is using Aikido Machine to maintain data sovereignty while benefiting from AI-driven security. Because regulation often prevents banks from sending source code to external AI models, this on-premise solution allows Belfius to run 200+ ethical AI hackers inside its own data center to identify real weaknesses in real-time.
How does AI penetration testing differ from traditional methods?
Traditional penetration testing is typically an annual manual process that cannot keep pace with modern, automated cyber attacks. AI penetration testing through Aikido Machine provides continuous, 24/7 testing at machine speed, allowing institutions to identify and address risks immediately as they arise.
About the companies
Alan
Website · 5 stories on FF News since 2026
Previously on FF News:
- Outline Secures $3M to Launch First Agentic Financial Planning Platform for Mid-Market CFOs 8 September 2026
- European InsurTech Funding Surges to €900m in H1 2026 as AI and M&A Activity Heat Up 3 August 2026
- UK Retains Global Silver Medal in FinTech Investment as AI Reshapes Capital Allocation in H1 2026 9 July 2026
Companies in this story: Belfius, Alan, Mistral Ai, Premier League, Revolut, Nvidia, Aikido Security
People in this story: Roeland Delrue, Camille Oster, Bram Somers