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Private AI

Your AI, kept in Australia.

We run open-weight AI models on a dedicated Australian cloud, or set you up to take full control of your own model in Australia. Interoperable, with no lock-in to one model or provider.

Hosted AI raises fair questions.

Public AI services are a good way to start. When prompts carry client files, health records or pricing, it matters where that data goes, who sets the terms and what happens to the bill as use grows.

  • Where your data goes

    Prompts, files and outputs are processed on the provider’s servers, often outside Australia, under terms the provider can change.

  • One vendor’s rules

    Pricing, rate limits and model choices are set by the provider. Models are retired and prices change on their schedule, not yours.

  • Costs that grow with use

    Usage-based pricing means the bill rises as your agents do more work.

Private AI, on your terms.

We deploy open-weight models on a dedicated Australian cloud, or on infrastructure in Australia that you own or control. Your data stays onshore, and no model provider sees your prompts or trains on them.

Inside your line, in Australia
  1. 01

    Your data stays put

    Client, health and financial records stay on dedicated infrastructure in Australia, not on a shared public service.

  2. 02

    The model runs beside it

    Open-weight models, matched to the work and to the hardware it needs.

  3. 03

    Your agent does the work

    Your first private agent runs inside the line, on the infrastructure we set up with you.

  4. 04A person approves

    Nothing leaves without a yes

    Someone on your team decides what goes out.

Interoperable, no lock-in. Open-weight models and open-source tooling. Swap models as better ones arrive, and change providers when you choose.

Costs you can plan. Dedicated infrastructure is a set monthly cost, not a bill that rises with every call.

Outside the line. Rented marketplace GPUs. Use them for testing and non-sensitive work only.

Where your AI can run.

Three set-ups, chosen by how sensitive the work is. Whichever you pick, the models and tooling stay interoperable, so you can move later.

Where we start

A dedicated Australian cloud

Your models on dedicated GPU infrastructure in Australia. We size the hardware to the model and set it up with you.

When you want full control

Full control, in Australia

Your own model, on infrastructure in Australia that you own or control, including your own hardware.

Testing only

Rented GPUs, for testing

Hourly GPU capacity from a marketplace, for trying models and for non-sensitive work only. Never for client, health or financial data.

We help you choose the right model, set up the infrastructure and deploy your first private agent. Dedicated infrastructure is billed monthly, whatever the usage. We size it to your models and your workload, and set out the cost in your proposal before you commit.

A national renovation contractor’s review agent runs on a client-owned, open-source stack on Australian infrastructure.

How this fits with our other services

Models we work with.

Open-weight models, so you can choose, run and change them yourself. We match the model to the work and to the hardware it needs.

Open-weight models we work with
ModelMakerBest forHardwareStrengths
DeepSeek V4.1 FlashDeepSeekAgents and codingSeveral GPUs, or a quantised build
  • Agentic coding
  • Long context
  • Efficient to run
GLM 5.3Zhipu AI (Z.ai)Coding and enterprise agentsSeveral GPUs, or a quantised build
  • Coding
  • Agentic engineering
  • Long context
Step 5 (TBC)StepFunLong-running agents and documentsOpen weights due October 2026
  • Long context
  • Image input
  • Low cost per token

Open-weight models change quickly. Before we recommend one, we check the current release, its licence and the hardware it needs. Step 5 open weights are announced for October 2026.

One good place to start

Which set-up fits your work?

Bring the work you have in mind. We’ll help you choose the model, the set-up and a practical first step.

Book a free consult

A free 1-hour conversation with AJ. No pressure, no pitch.