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 private AI platform — self-hosted LLM inference, RAG, vision, observability, evals, agents, and fleet orchestration. On-premise or air-gapped, under your control.
Read more →Self-Hosted AI Coding Agents for the Enterprise
Run self-hosted AI coding agents inside your own infrastructure — isolated agent desktops with RBAC, SOC 2, ISO 27001, and the visibility enterprise teams require.
Read more →AI Agent Virtualization
Run many isolated AI agents on one machine instead of one Mac Mini per agent. Helix gives each agent its own sandboxed desktop with isolation, density, and fleet management built in.
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 →Autonomous Security Teams
Frontier AI providers now block real security work — incident response, malware analysis, exploit triage. Helix runs open-weight security agents on your own GPUs. Agents that don't refuse the work, and your attacker data never leaves your network.
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.
Read more →Continuous Penetration Testing
"Your annual pentest audits a snapshot; code ships daily. Helix delivers continuous penetration testing: findings validated in sandboxes, fixes shipped as PRs."
Read more →AI SOC
"Alert fatigue is a staffing problem AI can fix. Helix runs an AI SOC on your own infrastructure: agents triage every alert, hunt continuously, humans decide."
Read more →Private AI Appliance
What a private AI appliance is, who buys one, and how the Sovereign Server — 8× RTX PRO 6000 Blackwell, Helix preloaded — ships a full AI stack for $175K.
Read more →Virtual Desktops for AI Agents
Why AI agents need virtual desktops, not just code sandboxes — and how Helix runs 15+ isolated, GPU-accelerated agent desktops per node on your own infra.
Read more →Recruitment Agencies
"Recruitment automation that keeps your CRM and your consultants. Helix agents drive LinkedIn Recruiter and Bullhorn in a real browser, source and draft overnight, and hand the work to a human every morning."
Read more →