Natural gas emerges as key AI bottleneck, Anthropic S-1 filing shows

Anthropic publicly files IPO prospectus, noting strong revenue growth and massive spending

Access to power has emerged as one of the greatest bottlenecks for the AI build-out, with a particular focus on natural gas, which is cheap and abundant in the US.

Anthropic’s S-1 filing proves natural gas is “an AI vertical,” Melius Research managing director James West said.

“We know power is a constraint to AI and Anthropic’s S-1 filing did nothing to assuage that view,” West wrote to clients on Tuesday. “AI compute is a natural gas demand story.”

Power-intensive data centers are the backbone of the AI build-out. US electricity demand from data centers is expected to double from 2025 to 2027, per research from Goldman Sachs, after 20 years of roughly stagnant energy grid expansion in the US.

FILE - High-voltage transmission lines provide electricity to data centers in Ashburn in Loudon County, Virginia, on July 16, 2023. (AP Photo/Ted Shaffrey, File)
High-voltage transmission lines provide electricity to data centers in Ashburn in Loudon County, Virginia, on July 16, 2023. (AP Photo/Ted Shaffrey, File) · ASSOCIATED PRESS

To solve that bottleneck, data center developers have increasingly turned to “behind the meter” power, where a data center develops its own electricity-generation infrastructure or buys capacity from an existing energy provider. Parts crucial to that work, such as natural gas turbines made by GE Vernova (GEV), are now subject to years-long backlogs as developers look for power.

Anthropic acknowledges as much in its S-1 filing. In a lengthy section of the frontier lab’s risk disclosure, Anthropic said that as data center operators increasingly turn toward natural gas-fired generation — and as regulation slows some of those efforts — “we expect increased competition among users for the same natural gas supply and pipeline capacity in those areas.”

That competition, the company wrote, “may adversely affect our ability to contract for firm fuel supply and transportation and to secure the pipeline connections and laterals [to] our facilities,” not to mention electricity cost increases driven by a steep supply-and-demand imbalance.

Equipment such as transformers, turbines, generators, substations, and power transmission equipment, Anthropic disclosed, “have been subject to extended delivery timelines, price increases, tariffs and national security requirements, and allocation constraints as demand from data center operators and other large electricity consumers has grown.”

Perhaps most crucially, Anthropic wrote, “We may be unable to secure firm gas supply and transportation during the development of a facility, causing a planned site to be delayed or abandoned.”

Wind turbines operate at sunrise in the Permian Basin oil and natural gas production area in Big Spring, Texas, U.S., February 12, 2019. Picture taken February 12, 2019. REUTERS/Nick Oxford
Wind turbines operate at sunrise in the Permian Basin oil and natural gas production area in Big Spring, Texas, U.S., February 12, 2019. (Reuters/Nick Oxford) · REUTERS / REUTERS

This issue — the possibility that a planned facility may not come to fruition because the developer can’t get electricity — was brought into focus by a novel force majeure declaration from data center hyperscaler Oracle (ORCL), which was denied a natural gas pipeline permit needed to power its Project Jupiter data center site in New Mexico.

Looking to protect itself from financial penalties, Oracle in September sent the developer of the site, a unit of Blue Owl Capital (OWL), a force majeure notice arguing that Oracle should be able to delay payments if it is unable to secure an adequate power supply to the plant.

Other costs would remain, such as a declaration that could allow Oracle to delay rent payments due on the facility for several years. Blue Owl told Bloomberg, “This notice does not change the financial commitments to this multiyear project,” and that all parties are “fully aligned on Project Jupiter.”

These constraints prove the necessity of natural gas power for data centers, Melius’s West argues, cementing his argument that natural gas is a direct play on the AI boom.

That sets a bullish outlook, West wrote, for gas suppliers such as EQT Corporation (EQT); supermajors like Chevron (CVX), which has already begun making power deals with data center developers; midstream operators like Williams (WMB); and power equipment manufacturers like GE Vernova and Baker Hughes (BKR).

Proving out that thesis, GE Vernova on Wednesday reported that its power segment saw orders grow 178% year over year, primarily driven by gas power equipment such as turbines. The company’s gas power equipment backlog and slot reservation agreements grew from 116 GW to 122 GW, GE Vernova said, guiding to 130 GW by the end of the year.

“We delivered another strong quarter with robust orders and revenue growth, margin expansion, and significant free cash flow generation,” GE Vernova CFO Ken Parks said. “Our backlog continues to expand driven by equipment growth at Power and Electrification, at improved margins from favorable price[s] and disciplined underwriting, and services growth at Power.”

Follow Jake Conley on X @byjakeconley or email him at jake.conley@yahooinc.com.

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