Custom LLM for Brisbane Head Offices
Two disclosures before the pitch. Yes AI is a Melbourne consultancy with no Brisbane office and no Queensland staff, and because Queensland sensibly declines to observe daylight saving, we are an hour ahead of you from October to April. What we build is not an edge box at a mine gate. It is knowledge management for the head office.
An Hour Ahead of You, Half the Year
It is a small gap. It is also the kind of thing every eastern-states vendor leaves off the page, which tells you something about what else they have left off.
From early October to early April the southern states shift for daylight saving and Queensland, having considered the matter at length, does not. So for roughly half the year Melbourne runs an hour ahead of Brisbane, and for the other half we are on the same clock. In practice the gap bites at the end of your day rather than the start: your 8am is our 9am and perfectly comfortable, while your 4:30pm question lands in our early evening. So Brisbane meetings get booked in your morning, where the difference costs nobody anything, and we tell you plainly that a late-afternoon request in summer may be answered first thing rather than same day. Set against the two-to-three hours our Perth clients live with, this is about as gentle as an interstate engagement gets.
The other disclosures, since they belong here rather than three meetings in. Yes AI has no Brisbane office, no Queensland staff and no local account manager. We do not own, operate or lease a data centre in Queensland or anywhere else, and we are not going to name facilities we have no relationship with in order to borrow their credibility. We are not a DISP member, we hold no security clearances, and we cannot touch classified or export-controlled material, which rules us out of the defence work this page would previously have implied we could do.
What is left is the thing Brisbane is genuinely good for, and it is not the one with the photographs of trucks. This is a head-office city: resources and energy corporate functions, major project delivery, professional firms, and businesses contracted to Queensland agencies. Their AI problem is not inference at a remote site. That is Perth's problem and we write about it there. It is that twenty years of policies, approvals, contracts, specifications and hard-won reasoning are sitting in a document management system that can find a filename and nothing else.
The honest product story needs no scenery. The models are open-weight and they run on infrastructure you control: your hardware, or your own cloud tenancy under your account. Your data never reaches an offshore model provider, not because we promise to look after it, but because in this architecture there is no model provider to reach. That is a claim your own network team can verify, which is more than can be said for most of what gets asserted about data sovereignty in this market.
What a Brisbane Head Office Actually Needs
Unglamorous, document-heavy, commercially sensitive corporate work. None of it requires a clearance, and all of it is quietly consuming your people.
Head-Office Knowledge Management
A Brisbane-headquartered business holds its institutional memory in the head office and its documentation absolutely everywhere. The problem is rarely that the record is missing. It is that nobody can find the right one at the moment it matters.
- Retrieval across a corporate library nobody has curated in a decade
- Plain-language querying of policy, procedure and standard
- The reasoning behind a decision, not merely the decision itself
- Onboarding acceleration for new corporate staff and secondees
Resources and Energy Corporate Functions
The corporate side of a resources business (approvals, contracts, procurement, reporting) is where Brisbane head offices actually spend their days. It is commercially sensitive, relentlessly document-heavy, and it never goes anywhere near a pit.
- Environmental approval condition tracking and monitoring support
- Contract and tender term retrieval across a portfolio
- Procurement and supplier documentation search
- Board and disclosure documentation assembled for human review
Queensland Government-Adjacent Work
Businesses contracted to Queensland agencies inherit obligations through the contract rather than the statute, which is precisely why nobody notices them until an assurance review does.
- Information Privacy Act 2009 (Qld) obligations that reach you via contract
- Right to Information readiness and records retrieval
- Data residency commitments that are verifiable rather than asserted
- An honest read on which obligations apply, not a recital of all of them
Major Project Documentation
South East Queensland runs a long infrastructure pipeline, and every major project generates engineering specifications, environmental assessments, procurement records and compliance evidence at a volume that defeats a folder structure and a search box.
- Engineering specification retrieval across a project document set
- Environmental assessment and approval condition cross-referencing
- Procurement documentation management for major tenders
- Safety management system navigation for contractors
Corporate and Back-Office Functions
The functions every organisation has regardless of sector, and where the return on a deployment is easiest to measure honestly rather than asserted in a case study.
- HR policy, enterprise agreement and leave-provision enquiries
- Finance and procurement process documentation
- WHS documentation and incident-record assembly for human review
- Insurance, lease and supplier contract term retrieval
Where It Runs, and Who Owns It
We do not own a Queensland data centre and we are not going to name someone else's to borrow its credibility. The model runs on infrastructure you choose, control, and can walk into.
- Your own hardware, on your own premises, if that is the requirement
- Your own cloud tenancy in an Australian region, under your account
- Your controls, your logging, your retention policy. It is your environment
- We take custody of your data at no point in the engagement
The Queensland Layer
Federal law does most of the work. The state regimes bite when you touch the Queensland public sector, and they arrive through your contract rather than announcing themselves.
Information Privacy Act 2009 (Qld)
Governs how Queensland government agencies handle personal information, and it can reach private businesses through contracted service arrangements. If you hold a Queensland government contract, the obligation usually arrives through the contract rather than announcing itself, which is why it tends to be discovered during an assurance review rather than during scoping, at roughly the worst possible moment.
Right to Information Act 2009 (Qld)
Queensland's access regime for government information. Relevant to agencies directly, and to businesses whose records can be drawn into an access request through a contract. It shapes what your records need to look like, not merely where they are stored, an AI system that generates text nobody can later account for is a problem in this regime, not a feature.
Privacy Act 1988 (Cth) and the Australian Privacy Principles
The federal baseline for private-sector businesses. Personal information is governed regardless of what processes it, and sending it to an overseas model provider is a cross-border disclosure for which you remain accountable. Self-hosting is not a loophole around that rule; it removes the disclosure entirely, because there is nobody offshore to disclose to.
Australian Consumer Law
Applies to anything your AI says to a customer. An automated misrepresentation is still a misrepresentation, and no regulator has yet accepted "the model generated it" as an explanation. If the system is customer-facing, the claims it can make need reviewing before they are automated rather than after somebody complains.
General information on how these obligations typically apply, not legal advice. We work alongside your lawyers and compliance people rather than in place of them, and we will say plainly when a question needs them rather than us.
How a Brisbane Deployment Works
Remote from Melbourne, booked in your morning, deployed into infrastructure you own.
Remote Assessment From Melbourne
Systems review, data assessment and architecture happen on screens, booked in your morning where the summer hour gap costs nobody anything. If a workshop genuinely benefits from a room, we fly up and it is a visible line item rather than an overhead rate.
The Integration Question, Answered Early
Corporate document and records platforms have deep functionality and shallow integration surfaces, because the vendor has no commercial interest in making your data easy to extract. We test that first, since the plan lives or dies there, and sometimes the honest answer is that your platform is the blocker and the real conversation is about the platform.
Deployment Into Infrastructure You Control
The model is deployed to your hardware or your Australian cloud tenancy, under your account and your controls, then evidenced against your real tasks rather than a demo. Operating documentation is written so your own people run it without a standing retainer to us.
Custom LLM Across Australia
Different cities, genuinely different problems. We write a different page for each because they are not the same engagement.
AI Knowledge Base for Enterprise
The core of what a head office actually buys: retrieval that works across a corporate library nobody has curated in years.
Explore knowledge base AI →Custom LLM for Mining
Capabilities for the operational side of a resources business, including sites where connectivity is a genuine variable.
Explore mining solutions →Custom LLM Melbourne
Where we are actually based, and the one city where being in the room is a given rather than a line item.
View Melbourne solutions →Frequently Asked Questions
What Brisbane organisations ask before engaging a consultancy that is not in Queensland and does not own a data centre.
Do you have a Brisbane office or local team?
No. No Brisbane premises, no Queensland staff, no local account manager, and no Brisbane facility where your documents get ingested. That last one is worth saying explicitly, because it is a claim vendors make routinely and almost nobody can substantiate. Yes AI is a Melbourne consultancy and we deliver to Brisbane remotely, with the same senior people from the first call to handover. If a workshop genuinely needs a room, we fly up and it appears as a line item you can see and decline. If what you actually need is somebody who can be in your office regularly, hire a Brisbane firm. We will say so in the first call rather than let you find out later.
Queensland does not observe daylight saving. Does that actually matter?
Mildly, and only for half the year, but it is real and we would rather name it than let you discover it. From early October to early April the eastern states shift and Queensland sensibly does not, which puts Melbourne an hour ahead of Brisbane. The rest of the year we are on the same clock. In practice the gap bites at the end of your day rather than the start: your 8am is our 9am and entirely comfortable, but your 4:30pm request lands in our early evening. So we book Brisbane meetings in your morning where the difference costs nobody anything, and we are honest that a late-afternoon question in summer may get answered first thing rather than same day. Compared with the two-to-three hour problem our Perth clients live with, this is the easiest interstate engagement in the country after Adelaide.
Where is the data hosted for a Brisbane deployment?
Wherever you decide, because you host it. Yes AI does not own, operate or lease a data centre (not in Queensland, not anywhere) and we are not going to name someone else's facilities to borrow their credibility, which is a habit in this category worth being suspicious of. What we build runs on infrastructure you already control: your own hardware on your own premises, or your own cloud tenancy in an Australian region, under your account and your billing. That means the data residency answer is yours to give and yours to verify. It is a stronger position than taking ours on trust, and it is the only version of the claim that survives an assurance review.
Can you do defence work? Are you a DISP member?
No. Yes AI holds no membership of the Defence Industry Security Program, no security clearances, no cleared personnel and no ITAR-compliant facility. We cannot handle classified or export-controlled technical data, and we will not take work that requires it. Brisbane's defence industrial base gets pitched hard on this and the language is deliberately slippery, so to be precise: building an air-gapped deployment is a network topology, not an accreditation. Any vendor letting those two ideas blur together is hoping you will not ask which one they actually hold. If you need a DISP member, you need a different supplier.
Which Queensland rules matter for a deployment like this?
For most private-sector Brisbane businesses, federal law does the heavy lifting: the Privacy Act 1988 (Cth) and the Australian Privacy Principles govern personal information regardless of what processes it, and the Australian Consumer Law applies to anything your AI says to a customer. The Queensland layer bites when you touch the state sector. The Information Privacy Act 2009 (Qld) governs how Queensland government agencies handle personal information and can reach private businesses through contracted service arrangements, and the Right to Information Act 2009 (Qld) is the corresponding access regime. Both usually arrive through your contract rather than announcing themselves, which is exactly why they surface during an assurance review instead of during scoping. We map which of these actually apply to your use cases rather than reciting all of them. This is general information on how these obligations typically apply, not legal advice.
Is Brisbane cheaper than Sydney for this?
Our pricing is identical regardless of city, plans start at $2,999 per month, with tiers at $7,999 and $14,999 depending on model size, data volume and integration complexity. There is no Brisbane discount and no Sydney premium, because it is the same work done by the same people. As for the claim you will see elsewhere that Queensland infrastructure runs some tidy percentage below Sydney: we have not measured it, we are not the ones selling you the rack space, and we are not going to repeat a number we cannot stand behind. What genuinely varies is your own infrastructure cost, and if you self-host on your own hardware that means buying GPUs. We would rather put that figure in front of you during the assessment than let it arrive as a surprise.
Book It in Queensland Time
One call, in your morning, from someone who will tell you what they are not. You will get a direct answer on whether a self-hosted model over your corporate documentation is worth doing, including, when it is true, that it is not.
Sources and further reading
- Australian Privacy Principles (Office of the Australian Information Commissioner)
- The Privacy Act 1988 (Office of the Australian Information Commissioner)
- Consumer guarantees under the Australian Consumer Law (Australian Competition and Consumer Commission)