Demand for large-scale data centres tied to AI workloads has surged, with dozens of developers competing for finite grid connections, water allocations and planning approvals.
CDC, one of Australia’s biggest data-centre operators, is questioning whether every entrant brings the same long-term commitment and capability to the market. The operator raised its concerns during a CEDA forum in Canberra, pointing to the sheer volume of projects now lining up for scarce infrastructure.
Industry leaders argue that rapid growth in AI infrastructure is drawing in opportunistic developers who secure sites and utility access without clear delivery plans or operational track records. Those speculative moves can lock up power and water capacity that more experienced operators might otherwise use for shovel-ready facilities.
Market participants warn that “fly-by-night” style behaviour risks delays, cost blowouts and stranded projects if developers fail to convert approvals into functioning centres. That scenario could undermine confidence among governments, regulators and utility providers in supporting further AI-related infrastructure.
Established players like CDC are pressing for a balance between seizing AI-driven economic opportunities and protecting the integrity of national infrastructure planning. The company’s comments suggest policymakers and regulators may need to distinguish between credible, well-capitalised operators and short-term speculators when allocating power and water for new data centres.
Any missteps are likely to slow the rollout of AI capacity as enterprises and governments race to adopt new compute-heavy applications.
