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Core GPU Infrastructure

AI Metal Cluster

Dedicated GPU hardware running OpenAI-compatible APIs. Your infrastructure, your data, your rules. No per-query fees, no rate limits, no data leaving your network.

What You Get

A complete AI compute platform, not just a single model

OpenAI-Compatible APIs

Drop-in replacement for OpenAI endpoints. Your existing code works with a single URL change. Chat completions, embeddings, and more.

On-Premise or Hosted

Deploy on your own network for maximum control, or use Grupo AEDIA-hosted infrastructure. Either way, your data stays private.

Zero Per-Query Fees

Flat-rate infrastructure. Run as many queries as your hardware can handle. No surprises on your bill at the end of the month.

Capabilities

  • LLM Inference

    Run open models up to 180B parameters. Llama, Mistral, Qwen, and others. Chat, completion, and embedding endpoints.

  • Speech-to-Text

    Whisper large-v3 for transcription and translation across 50+ languages. Process audio files or stream in real time.

  • Image Generation

    High-quality image generation with GPU acceleration. Generate, edit, and transform images on your own hardware.

  • Vision Analysis

    Feed images and screenshots to vision models for structured analysis. Pairs with Vision Model Analysis.

Simple, Powerful Architecture

A cluster of GPU nodes behind an intelligent proxy

Your Application

Security Layer

Vision Proxy

GPU Nodes

Pre-Execution Security

Every request authenticated and logged before reaching the GPU

Load-Balanced Routing

Requests distributed across available GPU backends automatically

Audit Trail

Complete logging of every request for compliance and governance

Security Built Into Every Layer

The AI Metal Cluster includes a pre-execution security layer that inspects, authenticates, and logs every request before it reaches the GPU. This is not an afterthought — it is part of the core architecture.

  • Data governance — Define what data flows through your cluster and where it goes
  • Audit logging — Every request is recorded with full metadata for compliance
  • Network isolation — Deploy air-gapped for maximum security
  • Egress filtering — Control outbound connections at the infrastructure level

Performance Depends on Your Workload

Different AI tasks have different resource profiles. Throughput depends on the type of work your cluster is handling.

Text Chat Lightweight, high throughput
Vision Analysis Moderate, image-dependent
Speech-to-Text Duration-dependent
Image Generation GPU-intensive, queue-based

Cluster provisioning and hardware configuration determine baseline capacity. Contact us for sizing guidance based on your specific workload mix.

Related Services

Ready to Own Your AI Infrastructure?

See the AI Metal Cluster running real workloads. Schedule a demo with our team.

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