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.
Read more →Enterprise Coding Agents
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.
Read more →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.
Read more →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.
Read more →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.
Read more →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.
Read more →Financial Services
AI agents for quant research, trading infrastructure, and data platform engineering — where code and data can't leave your environment. Fleet orchestration across globally distributed teams.
Read more →GPU Cloud & Neocloud Providers
You've got racks of GPUs and Kubernetes provisioning the infrastructure. Your tenants need more than raw compute. Helix is a ready-made AI agent platform you can deploy and offer as a managed service.
Read more →Public Sector & Defence
AI agent capabilities in air-gapped, sovereign environments with zero external dependencies. Full audit trail of every agent action. Turnkey hardware that deploys in your secure facility.
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