Follow the money

There are roughly four kinds of capital behind every project

1. Hyperscaler balance sheet. Microsoft, Google, Amazon, Meta, Oracle. They build for themselves and absorb the cost out of operating cash flow.
2. Private-equity / infrastructure funds. Blackstone (via QTS), DigitalBridge (via Vantage), KKR, Brookfield. They build, lease to hyperscalers on long-term contracts, and sell the stabilized assets into REITs.
3. Sovereign-wealth and consortium capital. SoftBank, MGX (Abu Dhabi), Saudi PIF, Singapore's GIC. These are showing up at the largest projects — Stargate, single-site campuses over $10B.
4. Utility ratepayers. Indirectly but importantly. When a data center triggers a new gas plant or transmission line, the cost is often spread across the utility's rate base. Residential customers pay a small slice of every campus, whether they consume any of its compute or not.

Project Stargate is the cleanest example

Announced January 2025, Stargate is a JV between OpenAI, SoftBank, Oracle, and MGX, with NVIDIA supplying GPUs. The stated commitment is up to $500B over four years. SoftBank is the chair and lead financier; OpenAI is the operating partner; Oracle provides cloud + on-site infrastructure; MGX is the Abu Dhabi equity partner.

The flagship site in Abilene, TX (~1.2 GW, 875 acres, ten buildings) was developed by Crusoe Energy, which built the on-site natural-gas turbines and then leases the site back to Oracle/OpenAI. A second site has been announced in Milam County, TX and others are in scouting.

This single consortium represents capital flows larger than the entire pre-2020 hyperscale buildout combined.

Private equity is the quiet giant

Blackstone's 2021 acquisition of QTS Realty Trust for $10B made it the largest data-center landlord on Earth. DigitalBridge took Vantage private in 2017 and has expanded it across four continents. KKR and Brookfield are doing similar buildouts at smaller scale.

The PE model works because hyperscalers don't want to tie up their balance sheets owning real estate. They sign 15-year triple-net leases with the PE-owned landlord, who borrows against the lease to fund construction. From the community's perspective: the operator on the ground may be branded one way, but the actual decision-making and capital structure sits at a PE fund in New York.

NVIDIA is everywhere

NVIDIA's role is unusual. It is the single source of the GPUs that nearly every AI campus is built around. It's also a meaningful equity holder in several cloud-services competitors — CoreWeave most visibly — and a supplier partner inside Stargate. NVIDIA's revenue from data-center GPUs went from ~$15B (2022) to over $100B (2024), and that growth is entirely driven by the buildout you can map.

Utilities and the ratepayer subsidy

The under-discussed financial fact: every grid-connected AI data center requires new generation and transmission, and the cost of that infrastructure is typically socialized.

When Entergy received Louisiana PSC approval for three new gas plants to serve Meta's Hyperion campus, the costs were rolled into the utility's rate base. The plants will run for decades — long after the data center may be retrofit or repurposed — and every residential customer in the service area will pay a fractional share. Similar mechanics are playing out in Virginia (Dominion), Ohio (AEP), Georgia (Georgia Power), and Tennessee (TVA).

This is not necessarily wrong; it is how regulated utilities work. But it is rarely highlighted to ratepayers when projects are announced, and it is one of the clearest points where political and regulatory leverage exists.

What to look for in any specific project

• Who's the named operator? (Microsoft, Meta, AWS, etc. — the tenant)
• Who actually owns the land and building? (Often a PE-backed REIT — QTS, Vantage, Digital Realty, Equinix)
• Who's the named developer? (Sometimes a different entity — Crusoe, Tract, etc.)
• Which utility serves it? (Dominion, Entergy, Georgia Power, AEP, TVA — and follow their PSC filings)
• Who lobbied for the abatement or rezoning? (LDA filings at the state and federal level, plus local lobbying registries where they exist)
• What did the local jurisdiction give up in tax abatement? (Look at the IRB/IDA agreement — typically a multi-decade property-tax reduction)

When you can fill in those six fields for a single project, you can follow the actual money.