Five Services, One Platform

The Complete AI
Infrastructure Stack

Every service runs on dedicated GPU hardware owned by your organization. No per-query fees. No data leaving your network. No compromises.

From raw GPU compute to automated visual testing, the AI Metal Cluster platform gives you everything you need to build, deploy, and validate AI-powered workflows.

Platform Services

Each service is purpose-built and works seamlessly with the others

How the Stack Works

A unified platform, not a collection of disconnected tools

1

GPU Infrastructure Handles the Heavy Lifting

AI Metal Cluster provides the raw compute. LLM inference, vision processing, and speech-to-text all run on your dedicated GPU nodes.

2

Vision Proxy Routes Traffic Intelligently

As your cluster grows, the proxy layer distributes requests across backends automatically. No single point of failure.

3

Browser Automation Captures What You Need

Headless browser sessions navigate real websites, fill forms, take screenshots, and extract content at scale.

4

Vision Analysis Interprets the Results

Screenshots and images are fed to vision AI models that return structured, actionable analysis.

5

PQA Orchestrates End-to-End Testing

Define test sequences that combine browser automation and vision analysis into complete quality assurance workflows.

Ready to Build on Dedicated Hardware?

See how the full AI Metal Cluster platform works for your use case.

Request a Demo