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.
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.
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.
Prompts, files and outputs are processed on the provider’s servers, often outside Australia, under terms the provider can change.
Pricing, rate limits and model choices are set by the provider. Models are retired and prices change on their schedule, not yours.
Usage-based pricing means the bill rises as your agents do more work.
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.
Client, health and financial records stay on dedicated infrastructure in Australia, not on a shared public service.
Open-weight models, matched to the work and to the hardware it needs.
Your first private agent runs inside the line, on the infrastructure we set up with you.
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.
Three set-ups, chosen by how sensitive the work is. Whichever you pick, the models and tooling stay interoperable, so you can move later.
Your models on dedicated GPU infrastructure in Australia. We size the hardware to the model and set it up with you.
Your own model, on infrastructure in Australia that you own or control, including your own hardware.
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 servicesOpen-weight models, so you can choose, run and change them yourself. We match the model to the work and to the hardware it needs.
| Model | Maker | Best for | Hardware | Strengths |
|---|---|---|---|---|
| DeepSeek V4.1 Flash | DeepSeek | Agents and coding | Several GPUs, or a quantised build | |
| GLM 5.3 | Zhipu AI (Z.ai) | Coding and enterprise agents | Several GPUs, or a quantised build | |
| Step 5 (TBC) | StepFun | Long-running agents and documents | Open weights due October 2026 |
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.
Bring the work you have in mind. We’ll help you choose the model, the set-up and a practical first step.
A free 1-hour conversation with AJ. No pressure, no pitch.