5 October 2026 · Approximately five minutes to read · Series overview
This initial post looks at what is currently known, and what it could mean for businesses, workers and households. Further posts in this set will examine the opportunities, risks, and gaps in more detail.
The background
A proposed $32 billion data-centre campus outside Dalby, near Toowoomba, Qld, could become a major employer and electricity customer.
While you may never use their AI – Claude, you could still find yourself supplying this project, competing for workers with it, or living with the changes around it.
As reported by the ABC, Anthropic, the US company behind the Claude AI assistant, has signed an agreement for the first stage of Western Downs Digital Park at Kogan. Singapore-based Zerra DC would build and operate it. Anthropic wants to start using capacity in 2027. The development still needs approvals.
The $32 billion is the reported value of the proposed development. It is not a cheque already written for the whole campus.
That distinction matters to anyone considering a job, a contract or an investment around it. There is a substantial opportunity here. How much reaches Queensland businesses and households depends on what gets built, who supplies it and who pays for the extra capacity.
Why it landed here
Anthropic was already looking to expand in Australia. Its March announcement of a Sydney office named customers including Canva, Quantium and Commonwealth Bank, and described requests for Australian computing capacity from businesses and government agencies needing data kept here.
An agreement with the Australian Government followed, covering AI safety cooperation and exploration of data-centre and energy investment.
The interest extends beyond customers. Reuters describes Australia offering land and renewable energy opportunities while other markets become congested.
NSW has been part of the discussion; Emails examined by the ABC recorded interest in up to 5 GW of AI training capacity there. The Queensland facility is reportedly intended mainly to run trained models for users. The evidence does not show Queensland replacing a rejected NSW project; the discussions may have concerned different parts of Anthropic’s Australia expansion.
Kogan offers a more concrete explanation. Zerra project information points to the Braemar substation, space to expand, separation from residential areas and the site’s industrial planning designation. Queensland’s government also promoted energy security and its approval process.
I can see the attraction. Being near a substation and having enough power available when needed are still different things.
The resources
Power
- Zerra proposes four stages, with up to 1.44 GW of electrical capacity for the computers alone. Actual consumption will depend on what is installed and how heavily it runs.
- The developer says Anthropic will seek long-term contracts with new wind, solar and storage projects, and the campus will pay its connection and project-specific network costs.
- A large customer could help finance additional generation. Whether that means cheaper electricity for existing customers depends on the supply delivered alongside the demand.
- David Littleproud has proposed duplicating the nearby 750 MW Kogan Creek coal-fired power station to help supply the project. That is a suggested solution, rather than committed generation.
Water
Zerra plans air cooling without evaporating water to remove heat. Rainwater harvesting and recycling would supply routine operational needs, with no town-water connection proposed. Construction would mainly use processed water from nearby gas operations, subject to agreements and approvals.
Those plans matter to existing electricity and water customers. I want to establish how well they cover the construction period, dry weather and the proposed growth of the campus before drawing conclusions about pressure on other users.
Jobs bring opportunity, and competition
Zerra forecasts about 1,500 direct construction jobs annually on average and 1,400 direct operational roles at full development. Its proposal includes worker accommodation, road improvements and support for additional local housing. These are projected outcomes, dependent on delivery and use.
For a local contractor, that could mean years of work. For a renter or an employer needing skilled staff, the timing of accommodation and recruitment matters just as much.
Western Downs Mayor Andrew Smith has acknowledged community concerns about water, power and location, and the need for consultation.
I expect opportunities to extend into south-east Queensland engineering, freight and technical installation. Contracts will show how much stays here. National infrastructure workforce shortages already exist, so overlap with other projects needs checking. That does not establish a shortage caused by this campus.
The project will need input from beyond the immediate region; workers, specialist equipment, and materials at a variety of stages. I will look at what can be sourced locally, what must come from elsewhere in Australia, or overseas, and where that puts the project in competition with other planned developments.
Speaking of which, I’ll consider how the build overlaps specifically with preparations for the 2032 Olympics in Brisbane, only 215 km away, and how that may affect the inputs for the data centre project in both positive and negative ways.
Who owns the opportunity
Zerra is headquartered in Singapore and backed by AGP Group.
There is Australian participation: Dexus-backed Australian Data Centres holds 25% of the project partnership alongside Zerra and Macquarie Capital.
I have not found a published assessment explaining the choice over an Australian-headquartered developer. Zerra proposed the campus before securing Anthropic’s agreement. An Australian location alone does not settle where control and returns sit.
Australia’s foreign investment framework allows reviewable investments to be prohibited or conditioned. The project’s approval requirements remain relevant.
Ownership is part of the regional benefit, alongside wages and contracts. It deserves examination rather than an assumption either way.
What happens next
The application was lodged on 17 August 2026. Reporting describes a four-to-six-year staged build, with Anthropic targeting initial use in 2027. Zerra still lists the application as under assessment. Dexus’s disclosure confirms a conditional first-stage lease and approval requirements for future funding obligations.
The first stage will also need the surrounding region to accommodate a substantial new workforce. Housing, shops, meals, transport, and maintenance could bring work well beyond the construction site, while adding demands of their own. I’ll examine how much existing towns can absorb, and what needs to be built.
Alongside that regional growth, the first stage needs power, water, network access and technical installation ready for operation in 2027. I’ll examine how these dependencies fit together, including services the workforce needs beyond the site, and whether establishing them could accelerate later stages.
For businesses planning around it, delay or reduced scope could leave investments ahead of the work. Cancellation would remove prospective opportunities as well as the additional resource demands. Neither outcome should be assumed.
I’ll examine the project by subject, adding links here as each article is published:
- Commitments and control: funding, ownership and room to change course.
- Electricity and water: supply, costs and existing customers.
- Materials and transport: local supply, interstate sourcing, imports and competing projects.
- Jobs: construction, technical installation and lasting skills.
- Housing and services: workforce arrivals and effects on residents.
- Security and resilience: disruption to essential inputs, and how the campus would keep operating.
You can follow the parts that matter to you. I’ll start with commitments, because the first thing anyone building plans around this proposal needs to know is how firmly it is secured.