Infrastructure for AI workloads
with security built in.

AICX Infrastructure Systems LLC designs, operates, and hardens high-performance GPU infrastructure for AI and data-intensive workloads, with a strict focus on reliability, observability, and security best practices.

LLC · United States AI / GPU Infrastructure Security-Focused Operations

AICX Systems performs internal security testing and participates in responsible vulnerability disclosure programs for continuous improvement.

About AICX Infrastructure Systems LLC

AICX Infrastructure Systems LLC is a privately held company focused on designing and operating high-performance GPU infrastructure and systems for AI, data processing, and automation workloads. The company emphasizes reliability, transparency, and a security-first mindset in how infrastructure is deployed and operated.

Core capabilities

AICX Systems works on building and managing GPU-accelerated environments and related automation for AI and compute-intensive tasks. The focus areas include:

GPU cluster design AI workload optimization Observability & monitoring Infrastructure automation

Operating principles

The company operates on a few key principles: ship reliable systems, measure everything that matters, and treat security as a baseline requirement rather than an add-on.

Reliability-focused Measured & observable Secure-by-design mindset

Use of professional tooling

AICX Systems evaluates and uses professional-grade tools for infrastructure, application, and security workflows, including web application and API testing tools as part of normal vendor and platform assessments.

Vendor evaluations Security tooling assessments Best-practice alignment

Security & Testing Approach

Security is treated as a core part of infrastructure design and operations. AICX Systems maintains a security-aware workflow for internal projects and services, and participates in responsible testing programs where appropriate and authorized.

Defense in depth

Systems are designed with layered controls: network segmentation, strong authentication, principle of least privilege, and strict access boundaries wherever possible.

Least privilege Segmentation Auditability

Secure development practices

Where software or automation is developed, AICX Systems emphasizes secure defaults, input validation, and careful handling of authentication and authorization logic.

Auth & access control Input validation Configuration hardening

Use of security tooling

As part of normal security workflows, AICX Systems evaluates and uses professional tools for web application and API inspection, manual security testing, and analysis of infrastructure configurations.

Web & API testing Manual assessment Vendor tooling
Responsible testing & disclosure
  • AICX Systems only performs security testing against systems it owns, operates, or has explicit, written authorization to assess.
  • The company adheres to the scopes, rules, and expectations of any bug bounty or vulnerability disclosure program it participates in.
  • Any discovered issues are handled through responsible disclosure processes in coordination with the relevant platform or vendor.

Contact & Business Information

For vendor evaluations, tooling inquiries, or infrastructure-related discussions, use the contact information below. Responses are prioritized for security tooling vendors, infrastructure partners, and organizations working with AI and high-performance workloads.

Primary contact

For security tooling trials or licensing discussions, please include basic details about your product, typical deployment model, and any evaluation requirements.

Vendor & partner notes

AICX Systems is open to evaluating tools and platforms that improve:

GPU & AI workload management Infrastructure reliability Security posture & testing

When reaching out, please share links to documentation, pricing models, and any technical requirements to streamline evaluation.