Darwin is emerging as a potential hub for Australia’s rapidly expanding artificial intelligence infrastructure, but the scale of the proposed investment is raising questions about how much land, energy and water the industry will require.

The Northern Territory government says 12 data-centre developers are currently considering projects in the Territory, as it seeks to position the region as a major global destination for digital infrastructure.

The biggest proposal is at Weddell, around 30 kilometres south of Darwin. Beetaloo Digital has received an exclusive 12-month commitment over 185 hectares of land to develop a proposed hyperscale AI and data-processing complex. The company says the project could attract up to A$40 billion in private investment at full development.

The proposed facility could use up to 2 gigawatts of on-site gas-fired power generation. According to the developer, the project could create as many as 5,000 construction jobs and around 350 long-term operational positions.

However, the plans have also triggered opposition from residents concerned about water consumption, noise, land use and the environmental implications of powering AI infrastructure with gas.

More than 60 people attended a community meeting in Darwin, where several residents called for a moratorium on new data-centre developments until stronger regulations are established.

The debate is also becoming a federal-versus-territory issue. Australia’s federal government has announced new requirements aimed at ensuring new data centres are predominantly powered by renewable energy, while the NT government has promoted Beetaloo gas as a potential energy source for the industry.

For Darwin, the AI boom therefore represents both a major investment opportunity and a significant infrastructure challenge.

The question now is whether the Territory can turn AI investment into long-term economic benefits while managing its demands on energy, water, land and local communities.