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Guide

AI & HPC Infrastructure Stack

A full-stack map of the platform, orchestration, observability, storage, scheduling, and GPU operations layers behind modern AI and HPC environments.

Platform Blueprints

2026-08-13

Poster showing the AI and HPC infrastructure stack across application platforms, orchestration, CI/CD, observability, storage, scheduling, acceleration, networking, and infrastructure foundation.
Download Poster 2K asset · 2048px wide

What this guide shows

This poster lays out the major layers required to build and operate a modern AI or HPC platform end to end.

It covers:

  • application and AI/ML platforms
  • orchestration and GitOps foundations
  • CI/CD and automation tooling
  • observability, storage, and data systems
  • workload scheduling and platform services
  • GPU operations, networking, and infrastructure foundations

Best for

  • platform engineers building internal AI factories
  • teams defining a reference stack for GPU and HPC environments
  • leaders aligning tooling conversations across infra, platform, and workload teams

Why it matters

Most AI platform discussions get trapped at the application layer. This poster keeps the full operational stack visible so teams can reason about dependencies, ownership boundaries, and production readiness.