A small town on the banks of the River Murray has become the latest flashpoint in Australia’s rush to build the physical machinery of artificial intelligence. Firmus, a company that develops high-density computing infrastructure for AI workloads, has outlined plans for what it describes as a “very large” AI factory near Tailem Bend, about an hour’s drive south-east of Adelaide. The proposal promises hundreds of jobs and a slice of the global AI boom for regional South Australia. It has also left residents asking pointed questions about power, water and what a facility of this scale would mean for a community of a few thousand people.
The plan was aired at a community meeting where locals turned out to hear the company explain itself, according to reporting by ABC News. The gathering captured a tension now playing out across the country: the same regional grid connections, cheap land and renewable energy that make a town attractive to AI developers are also the resources residents rely on, and they are not keen to hand them over without detail.
What is being proposed
An “AI factory” is industry shorthand for a large data centre purpose-built to train and run AI models. These are not the modest server rooms of a decade ago. They are power-hungry campuses packed with graphics processing units, the specialised chips that underpin systems such as large language models, and they draw electricity and cooling on a scale closer to heavy industry than to a suburban office block.
Firmus has built its pitch on efficiency. The company is associated with immersion cooling technology, where servers are submerged in special fluid rather than blasted with air conditioning, an approach it argues cuts both energy and water use compared with conventional facilities. That claim will be central to how the Tailem Bend proposal is judged, because the two questions residents keep returning to are exactly power and water.
The company has framed the project as a jobs generator, dangling the prospect of hundreds of roles during construction and operation. For a regional town, that is a meaningful number. Whether those jobs are local and long-term, or largely fly-in specialist positions that taper off once the concrete is poured, is the sort of detail communities have learned to probe.
The community’s concerns
Residents at the meeting wanted specifics rather than vision statements. Chief among their worries is electricity: a very large AI facility can consume as much power as a small city, and locals want to know whether it will compete with households and existing businesses, and how it will connect to the grid without pushing up prices or straining supply.
Water is the second flashpoint, and a loaded one given the location. The River Murray is one of the most contested water systems in the country, governed by the Murray-Darling Basin Plan and a long history of arguments between states over every megalitre. Any proposal that even hints at drawing on the river for cooling invites scrutiny. Firmus’s efficiency claims will need to be backed by hard figures before a Murray town takes them on faith.
Beyond the headline resources, residents raised the everyday realities of hosting industrial infrastructure: construction traffic, noise, visual impact, and whether a town’s character survives the arrival of a sprawling technology campus. These are the same concerns that have greeted wind farms, quarries and other large developments in regional Australia, and they are legitimate regardless of how clean the end product is marketed to be.
The company’s case
For its part, Firmus is arguing that regional South Australia is precisely where this kind of facility should go. The state generates a high share of its electricity from wind and solar, and AI operators are under mounting pressure to power their data centres with renewables rather than adding to emissions. A location with abundant clean energy, room to build and a state government eager for investment is, on paper, close to ideal.
The company’s efficiency-first positioning is also a direct answer to the criticism that AI data centres are environmental gluttons. If its cooling technology delivers what it promises, Firmus can plausibly claim a smaller water and energy footprint per unit of computing than rivals. The onus, though, is on the company to publish numbers and let independent experts and the community test them, rather than asking a town to accept assurances.
Where approvals stand
The proposal remains at an early stage. Community consultation of the kind seen at the Tailem Bend meeting typically precedes formal planning applications and environmental assessment, and a facility of this scale would face review of its power connection, water use and land zoning before anything is built. That gives residents, councils and regulators several points at which to demand detail or impose conditions. It also means the timeline is measured in years, not months.
What it means for Australia
Tailem Bend is a local story with national stakes. Australia is being courted hard as a destination for AI infrastructure, with global operators and local players alike scouting regional sites that offer land, renewable power and grid access. The federal government has flagged data centres and computing capacity as strategic assets, and states are competing to attract them. South Australia, with its renewable-heavy grid, is a natural target.
But the Firmus proposal shows the friction beneath the ambition. Every AI factory lands somewhere, and that somewhere is usually a regional community that did not ask to become part of the compute supply chain. How governments balance investment against water security, energy affordability and social licence will shape whether Australia’s AI infrastructure build-out proceeds smoothly or stalls in a series of local fights. Getting the Tailem Bend process right, with genuine transparency on power and water, would set a template. Getting it wrong would harden opposition to the next dozen proposals already in the pipeline.
What’s next
Expect Firmus to firm up its plans and enter formal planning channels, at which point the company will have to disclose the hard numbers residents are demanding. The community, meanwhile, has signalled it will keep pressing. The outcome at this River Murray town will be watched well beyond South Australia, as a test of whether the AI boom can put down roots in regional Australia without leaving communities feeling steamrolled.
Sources: ABC News
