Use Cases

Discover how teams are using HelixML to build private AI platforms, automate workflows, and orchestrate intelligent agent systems — all within their own infrastructure.

Private AI Platform

The full-spectrum AI platform — inference, RAG, vision, observability, evals, agents, and fleet orchestration. Every layer runs on your infrastructure, under your control.

Your developers are already running autonomous agents on personal machines. Helix brings that same power inside your infrastructure — with the controls, isolation, and compliance your organisation requires.

Agent Virtualization

What VMware did for servers, Helix does for agents. But the stack is completely different — because agents need fundamentally different isolation than operating systems.

Digital Sovereignty

SaaS AI means US jurisdiction over your data, your models, and your kill switch. Helix runs on your infrastructure, in your jurisdiction, with no call home.

Follow the Sun

Your distributed team runs AI agents around the clock — but every shift change kills the context. Helix makes agent handoff between developers zero-friction, across any time zone.

The Speed Advantage

How Helix delivers the fastest agentic engineering experience — from accelerated Claude tokens to a blazing-fast IDE built in Rust to a fully hardware-accelerated video pipeline. Works with Claude Code, Codex, Gemini CLI, and Qwen.