Who wins the AI build-out when megawatts beat money?

6 min read | July 13, 2026 02:49 PM AEST | By Sam

Highlights

  • The industrial property giant continues converting its global logistics land bank into data centre developments, with a new Los Angeles project advancing alongside its Asia-Pacific pipeline.
  • Power availability has emerged as the decisive constraint on AI infrastructure, reshaping which projects proceed and which quietly stall.
  • A rival's withdrawn planning application in the same city underscores how unevenly the approvals and energy landscape treats data centre ambitions.

The AI infrastructure race is increasingly being decided by megawatts rather than money, and Australia's biggest property group is navigating that reality in real time. Goodman Group (ASX:GMG), the global industrial property powerhouse, is pressing ahead with a new data centre development in Los Angeles alongside a delivery partner, even as a fellow Australian-listed player recently withdrew a planning application elsewhere in the same city — a neat illustration of how unforgiving the sector's approvals and power landscape has become.

From sheds to servers

Goodman's transformation is one of the more consequential strategy shifts on the Australian market. The group built its fortune on logistics warehouses for the e-commerce era; it is now steadily converting the most power-rich corners of its global land bank into data centre projects, a pipeline it measures in gigawatts rather than square metres.

The logic is straightforward: the scarcest asset in the AI era is well-located land with secured power, and Goodman has spent decades accumulating exactly that in the urban fringes of the world's major cities. A member of the ASX 20, the group now frames data centres as its primary growth engine, and the market has re-rated the business accordingly as the pipeline has taken shape.

The Asia-Pacific pipeline keeps compounding

Los Angeles is one node in a much larger program. Goodman has flagged data centre projects across Sydney, Melbourne, Hong Kong, Japan and Europe, many of them conversions of industrial sites the group has controlled for years. Powered land already inside the portfolio is the quiet advantage underpinning the whole strategy.

The staging matters as much as the scale. By developing in phases and pre-leasing capacity, the group aims to keep risk contained even as the aggregate pipeline swells, an approach honed over decades of industrial development and now applied to a far more capital-hungry asset class. Development yields on the early projects will be watched closely as proof the model translates.

Los Angeles tells the sector's whole story

The Californian development, being delivered with a specialist operating partner, targets hyperscale, AI and enterprise customers and is designed to scale in stages as power comes online. It advances while a separate Australian-listed aspirant, DigiCo Infrastructure REIT (ASX:DGT), recently withdrew a planning application for a site in the same metropolitan area after signals that approval was unlikely.

Two projects, one city, opposite outcomes. The divergence captures the sector's central truth: capital is abundant, but sites that can actually secure approvals, grid connections and community acceptance are anything but.

For Australian observers, the episode is also a reminder that offshore expansion carries planning and political risk that domestic projects rarely face at the same intensity, even when the underlying demand is unquestioned.

The power crunch is real and global

AI computing consumes electricity at multiples of traditional cloud workloads, and utilities from Virginia to Victoria are fielding connection queues that stretch years into the future. Energy access has consequently become the primary gating factor for new capacity, ahead of customer demand, construction cost or even capital.

That reshapes competitive advantage. Operators and landlords who banked power agreements early now control the sector's true bottleneck, while latecomers face the choice between paying up for powered land or waiting in the grid queue with everyone else.

Energy partners become the kingmakers

Securing megawatts increasingly means striking long-dated agreements with generators and networks, from renewable supply deals to on-site generation and storage. Energy companies have shifted from utility suppliers to strategic partners whose commitments can make or break a project's timeline.

The dynamic is also drawing new entrants toward the theme, with pipeline owners, renewables developers and grid businesses all exploring ways to monetise the compute boom. The AI trade, in other words, is steadily becoming an energy trade as well.

The landlord model versus the operator model

Goodman's approach differs from the pure operators. The group develops and owns the shells and the power, often partnering with specialists for fit-out and operations, and captures value through development margins, management fees and long leases to creditworthy tenants.

Infratil (ASX:IFT), the infrastructure group whose portfolio includes a major stake in a trans-Tasman data centre platform, expresses yet another flavour of the theme. The variety of structures now available means comparisons across ASX AI Stocks require genuine attention to where, exactly, each business earns its return.

What the property market makes of it

The pivot has rewritten how the market values industrial property. Traditional warehouse rents grow steadily; data centre developments promise far larger profit pools but carry heavier capital demands, longer lead times and concentrated tenant risk. The market has broadly endorsed the trade, though the group's scale means execution must be flawless across multiple continents simultaneously.

The read-through for the rest of the listed property sector is equally significant, as peers examine their own land banks for power-rich sites that could be worth multiples of their book value in a compute-hungry world.

Passive exposure has widened too, with data centre landlords now featuring prominently in property indices and infrastructure portfolios alike, blurring category lines that once kept property and technology money in separate pools.

Watching the wires

From here, the markers to follow are practical: grid connection announcements, planning outcomes in key markets, and evidence that development yields on data centre projects remain firm as competition for powered land intensifies. Tenant mix will matter as well — hyperscale anchors bring certainty but concentrate risk, while enterprise and AI-native customers pay more but churn faster, and each operator is striking its own balance between the two.

The sector's opportunity remains vast, but Los Angeles has just demonstrated that it will be distributed unevenly. In the AI build-out, the winners are being chosen by electricity networks as much as by markets.

Frequently Asked Questions

  • How is Goodman Group exposed to artificial intelligence?
    The industrial property group is converting power-rich parts of its global land bank into a multi-gigawatt data centre development pipeline.
  • Why has power become the key constraint for data centres?
    AI workloads draw far more electricity than traditional computing, and grid connection queues now stretch years ahead.
  • What happened with the withdrawn Los Angeles application?
    A separate Australian-listed data centre owner pulled its planning application after indications approval was unlikely.

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