HelixML

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.

The full-spectrum AI platform

Helix covers every layer of the enterprise AI stack — from private model inference and RAG pipelines through observability and evals, all the way to autonomous agent fleets. Every component runs on your infrastructure. Nothing leaves your network.

Use what you need. The platform is modular — deploy private inference endpoints today, add RAG and vision tomorrow, bring in agent orchestration when the time is right. One platform, one control plane, your pace.


See it in action

Agent Framework

Build intelligent agents by adding API tools and writing system prompts. The LLM figures out how to use them to accomplish complex tasks.

  • API tool integration — connect any API with Swagger specs
  • Comprehensive skills library with pre-built integrations
  • Agentic vision RAG for intelligent document processing

The enterprise AI stack

Every organisation's AI adoption looks different. Helix gives you the full stack — use the layers that matter to you now, and expand when you're ready.

FoundationProductionFleet
1

Ad-hoc API Calls

Teams experimenting with hosted LLM APIs — OpenAI, Anthropic, Bedrock. No governance, no consistency.

Helix: unified API gateway with audit logging

2

Private Inference

Running open-source models on your own GPUs. Data stays in your network. Predictable costs.

Helix: GPU scheduler, model serving, multi-model support

3

RAG over Internal Docs

Connecting LLMs to your knowledge base — PDFs, Confluence, internal wikis. Answers grounded in your data.

Helix: built-in vector DB, document ingestion, source attribution

4

Vision RAG & Structured Extraction

Processing scanned documents, charts, complex layouts. Going beyond text-only retrieval.

Helix: vision RAG pipeline, table extraction, multi-modal

5

Observability & Evals in Production

End-to-end tracing, regression detection, quality metrics. When something breaks, you pinpoint it immediately.

Helix: agent trace, eval framework, CI/CD integration

6

Agents with Human Review

Autonomous agents working on tasks — code, research, analysis — with human approval gates before anything ships.

Helix: spec coding, kanban pipeline, PR review gates

7

Agent Fleet Orchestration

Dozens of isolated agents working in parallel across engineering, finance, marketing, legal, and operations. Your role shifts from doing the work to managing the fleet.

Helix: fleet dashboard, clone across repos, GPU-accelerated desktops


Everything runs on your infrastructure

Every API call to a third-party AI service is a dependency you don't control. Every model update could break your workflows. Every rate limit could slow your business.

With Helix on your infrastructure:

  • Your data never leaves your network — prompts, responses, documents, agent activity. All of it stays on hardware you control.
  • No vendor lock-in — swap models freely, run multiple models simultaneously, never worry about an API being deprecated.
  • Compliance by defaultSOC 2 Type II, ISO 27001 certified. Air-gap deployable for classified environments.
  • No rate limits — your GPUs, your throughput. Scale by adding hardware, not by negotiating with a vendor.

From private inference to fleet orchestration

The full spectrum is here. Teams running private inference and RAG today can expand into autonomous agents — isolated desktops, spec-driven workflows, fleet orchestration across engineering and business teams — on the same platform, same infrastructure, same control.

See how enterprise agent fleets work →


Deployment options

On your Mac: The full Helix stack — LLMs, RAG, agents, and agent desktops — running on Apple Silicon. $299/year. Start 24-hour free trial →

On Helix Cloud: Managed infrastructure, zero setup. Same capabilities, we handle the GPUs. Join the waitlist →

On your Kubernetes cluster: Enterprise deployment with RBAC, SSO, audit logging, and unlimited agents. Air-gap support available. From $75K for an 8-week production pilot. Talk to us →