On-Premise LLM Deployment in Canberra
The best On-Premise LLM Deployment in Canberra, at the best available price.
You have the GPU and you have the model. What is missing is the leg in between: the model exposed as a reliable private API, reached securely from your application, returning data you can trust. That is the whole engagement.
Canberra's market is the federal government and the companies that serve it: departments, Defence, national security agencies and a dense layer of consultancies, integrators and cyber security firms. Software is bought through Commonwealth procurement panels and contracts, and security, data sovereignty and accountability for AI use shape every requirement.
For a Canberra consultancy or an agency team, the model has to run where your security assessment says it can. We deploy into your own IRAP-assessed Australian cloud tenancy or your hardware, with infrastructure as code your assessors can review, and no data leaving the country.
What you get
- vLLM serving tuned to your GPU: quantisation on the native kernel path, KV cache sizing, continuous batching, prefix caching
- A private network path with no public exposure, verified as a direct peer connection rather than a relay
- Schema-constrained responses plus a deterministic QA gate, so a wrong answer is rejected rather than rendered
- Documented baseline: tokens per second, time to first token, real concurrent capacity
- Infrastructure as code in your repository, a runbook, and every credential held by you
No upfront payment and no escrow required. You hold every dollar until a checkpoint is delivered and accepted, and thirty days of defect correction is included. Scope and price are set on a call.
Invoiced in USD or AUD, payable by Wise or bank transfer.
Request a callback
You speak to the engineer who does the work. No sales rep, no deck.
Who builds here
On-Premise LLM Deployment
Government buyers and their suppliers in Canberra commonly need AI that runs entirely onshore in infrastructure they control and can assess, which is precisely what a private deployment provides.
What Canberra companies build with us
Get it built at $0.
That is not a discount. It is when you pay. The work is split into checkpoints with acceptance criteria written down before anything starts, and each checkpoint is invoiced only after you have seen it and accepted it. No deposit.
- $0 to start
- You hold every dollar until a checkpoint is delivered and you accept it. No approval, no invoice.
- Fixed cost, unlimited features
- Or hire the team outright: one fixed monthly cost, unlimited feature development, any stack.
- The engineer takes your call
- The person on your first call is the one who architects and writes it. No account managers, no bench time.
A US agency quotes $50,000 to $150,000 for the same build and asks for 40 to 50% of it before a line is written. Account managers, project managers, sales commission and bench time. None of it appears in your product.
Three stages, nothing hidden.
Fixed-fee assessment
Five business days from the day access is in place. Your stack examined end to end, existing work classified as preserved or replaced with reasons, the connection design, and acceptance criteria written as testable statements.
Implementation in checkpoints
Around three weeks. Each checkpoint has written acceptance criteria agreed before work starts, and is invoiced only after you accept it. Appoint an independent technical reviewer if you want one.
Handover and closeout
One real request through your real application, on synthetic data, passing every QA rule. Runbook, recorded handoff, and all our access removed with written confirmation.
What actually applies here.
Regulation and data
Commonwealth agencies work under the Protective Security Policy Framework, the Information Security Manual and the Commonwealth Procurement Rules, and cloud services handling sensitive government data are commonly expected to have an IRAP assessment, which the major cloud providers publish for their Australian regions. The Digital Transformation Agency's policy for responsible use of AI in government, version 2.0 from 15 December 2025, requires non-corporate Commonwealth entities to publish AI transparency statements and assess AI use cases before deployment. ACT Government agencies and their contractors follow the Information Privacy Act 2014, and companies follow the federal Privacy Act 1988 with its 2024 amendments.
Contracting and payment
You contract with an individual consultant based in India. Invoices in AUD or USD, paid by Wise or bank transfer. Your accountant handles an overseas supplier in the usual way, and any documentation they need is provided up front.
Working hours
Three or more hours of daily overlap in your afternoon, Australian Eastern time, and work handed over at the end of your day so the next round is waiting in the morning.
Are you IRAP assessed or security cleared?
No. Australian Government security clearances generally require Australian citizenship, and IRAP is an assessment of systems such as cloud services. The usual pattern is to deploy into your own assessed cloud tenancy, with your cleared staff holding production access while I build and document the code and infrastructure.
Can you support an agency's obligations under the AI in government policy?
Yes, on the engineering side. Each system comes with a description of what the model does, the data it uses, how it was evaluated and where humans review its output. That material feeds your transparency statement and use case impact assessment, which remain your agency's to own.
What hours suit Canberra teams?
Three or more hours of daily overlap in your afternoon, Canberra time. Calls sit after lunch, and work handed over at the end of your day is usually waiting the next morning.
We already have hardware and a model running. Is that a problem?
It is the ideal starting point. Existing work is classified during the assessment as preserved unchanged, preserved with changes, or replaced, with reasons, and nothing is replaced without your written agreement.
Can it be fully air gapped?
Yes, including model and dependency mirroring, offline updates and local evaluation, with no outbound network access at all.
Who holds the accounts?
You do, throughout. Cloud accounts are created and held by you, our access is named and limited-privilege, and it is removed at handover with written confirmation.
Private LLM Infrastructure
Self-hosted LLM deployment on hardware you own. vLLM serving, private networking, validated output.