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Two former Microsoft employees have turned their frustration into an awareness campaign to hold tech companies accountable.

When the clean energy world considers the consequences of the artificial intelligence boom, rising data center electricity demand and the strain it’s putting on the grid is typically top of mind — even if that’s weighed against the litany of potential positive impacts, which includes improved weather forecasting, grid optimization, wildfire risk mitigation, critical minerals discovery, and geothermal development.
I’ve written about a bunch of it. But the not-so-secret flip side is that naturally, any AI-fueled improvements in efficiency, data analytics, and predictive capabilities will benefit well-capitalized fossil fuel giants just as much — if not significantly more — than plucky climate tech startups or cash-strapped utilities.
“The narrative is a net impact equation that only includes the positive use cases of AI as compared to the operational impacts, which we believe is apples to oranges,” Holly Alpine, co-founder of the Enabled Emissions Campaign, told me. “We need to expand that conversation and include the negative applications in that scoreboard.”
Alpine founded the campaign alongside her partner, Will Alpine, in February of last year, with the goal of holding tech giants accountable for the ways users leverage their products to accelerate fossil fuel production. Both formerly worked for Microsoft on sustainability initiatives related to data centers and AI, but quit after what they told me amounted to a string of unfulfilled promises by the company and a realization that internal pressure alone couldn’t move the needle as far as they’d hoped.
While at Microsoft, they were dismayed to learn that the company had contracts for its cloud services and suite of AI tools with some of the largest fossil fuel corporations in the world — including ExxonMobil, Chevron, and Shell — and that the partnerships were formed with the explicit intent to expand oil and gas production. Other hyperscalers such as Google and Amazon have also formed similar cloud and AI service partnerships with oil and gas giants, though Google burnished its sustainability bona fides in 2020 by announcing that it would no longer build custom AI tools for the fossil fuel industry. (In response to my request for comment, Microsoft directed me to its energy principles, which were written in 2022, while the Alpines were still with the company, and to its 2025 sustainability report. Neither addresses the Alpines’ concerns directly, which is perhaps telling in its own right.)
AI can help fossil fuel companies accelerate and expand fossil fuel production throughout all stages of the process, from exploration and reservoir modeling to predictive maintenance, transport and logistics optimization, demand forecasting, and revenue modeling. And while partnerships with AI hyperscalers can be extremely beneficial, oil and gas companies are also building out their own AI-focused teams and capabilities in-house.
“As a lot of the low-hanging fruit in the oil reserve space has been plucked, companies have been increasingly relying on things like fracking and offshore drilling to stay competitive,” Will told me. “So using AI is now allowing those operations to continue in a way that they previously could not.”
Exxon, for example, boasts on its website that it’s “the first in our industry to leverage autonomous drilling in deep water,” thanks to its AI-powered systems that can determine drilling parameters and control the whole process sans human intervention. Likewise, BP notes that its "Optimization Genie” AI tool has helped it increase production by about 2,000 oil-equivalent barrels per day in the Gulf of Mexico, and that between 2022 and 2024, AI and advanced analytics allowed the company to increase production by 4% overall.
In general, however, the degree to which AI-enabled systems help expand production is not something companies speak about publicly. For instance, when Microsoft inked a contract with Exxon six years ago, it predicted that its suite of digital products would enable the oil giant to grow production in the Permian Basin by up to 50,000 barrels by 2025. And while output in the Permian has boomed, it’s unclear how much Microsoft is to thank for that as neither company has released any figures.
Either way, many of the climate impacts of using AI for oil and gas production are likely to go unquantified. That’s because the so-called “enabled emissions” from the tech sector are not captured by the standard emissions accounting framework, which categorizes direct emissions from a company’s operations as scope 1, indirect emissions from the generation of purchased energy as scope 2, and all other emissions across the value chain as scope 3. So while tailpipe emissions, for example, would fall into Exxon’s scope 3 bucket — thus requiring disclosure — they’re outside Microsoft’s reporting boundaries.
According to the Alpines’ calculations, though, Microsoft’s deal with Exxon plus another contract with Chevron totalled “over 300% of Microsoft’s entire carbon footprint, including data centers.” So it’s really no surprise that hyperscalers have largely fallen silent when it comes to citing specific numbers, given the history of employee blowback and media furor over the friction between tech companies’ sustainability targets and their fossil fuel contracts.
As such, the tech industry often ends up wrapping these deals in broad language highlighting operational efficiency, digital transformation, and even sustainability benefits —- think waste reduction and decreasing methane leakage rates — while glossing over the fact that at their core, these partnerships are primarily designed to increase oil and gas output.
While none of the fossil fuel companies I contacted — Chevron, Exxon, Shell, and BP — replied to my inquiries about the ways they’re leveraging AI, earnings calls and published corporate materials make it clear that the industry is ready to utilize the technology to its fullest extent.
“We’re looking to leverage knowledge in a different way than we have in the past,” Shell CEO Wael Sawan said on the company’s Q2 earnings call last year, citing AI as one of the tools that he sees as integral to “transform the culture of the company to one that is able to outcompete in the coming years.”
Shell has partnered since 2018 with the enterprise software company C3.ai on AI applications such as predictive maintenance, equipment monitoring, and asset optimization, the latter of which has helped the company increase liquid natural gas production by 1% to 2%. C3.ai CEO Tom Siebel was vague on the company’s 2025 Q1 earnings call, but said that Shell estimates that the partnership has “generated annual benefit to Shell of $2 billion.”
In terms of AI’s ability to get more oil and gas out of the ground, “it’s like getting a Kuwait online,” Rakesh Jaggi, who leads the digital efforts at the oil-services giant SLB, told Barron’s magazine. Kuwait is the third largest crude oil producer in OPEC, producing about 2.9 million barrels per day.
Some oil and gas giants were initially reluctant to get fully aboard the AI hype train — even Exxon CEO Darren Woods noted on the company’s 2024 Q3 earnings call that the oil giant doesn’t “like jumping on bandwagons.” Yet he still sees “good potential” for AI to be a “part of the equation” when it comes to the company’s ambition to slash $15 billion in costs by 2027.
Chevron is similarly looking to AI to cut costs. As the company’s Chief Financial Officer Eimear Bonner explained during its 2024 Q4 earnings call, AI could help Chevron save $2 to $3 billion over the next few years as the company looks towards “using technology to do work completely differently.” Meanwhile, Saudi Aramco’s CEO Amin Nasser told Bloomberg that AI is a core reason it’s been able to keep production costs at $3 per barrel for the past 20 years, despite inflation and other headwinds in the sector.
Of course, it should come as no surprise that fossil fuel companies are taking advantage of the vast opportunities that AI provides. After all, the investors and shareholders these companies are ultimately beholden to would likely revolt if they thought their fiduciaries had failed to capitalize on such an enormous technological breakthrough.
The Alpines are well aware that this is the world we live in, and that we’re not going to overthrow capitalism anytime soon. Right now, they told me they’re primarily running a two-person “awareness campaign,” as the general public and sometimes even former colleagues are largely in the dark when it comes to how AI is being used to boost oil and gas production. While Will said they’re “staying small and lean” for now while they fundraise, the campaign has support from a number of allies including the consumer rights group Public Citizen, the tech worker group Amazon Employees for Climate Justice, and the NGO Friends of the Earth.
In the medium term, they’re looking toward policy shifts that would require more disclosure and regulation around AI’s potential for harm in the energy sector. “The only way we believe to really achieve deep change is to raise the floor at an international or national policy level,” Will told me. As an example, he pointed to the EU’s comprehensive regulations that categorize AI use cases by risk level, which then determines the rules these systems are subject to. Police use of facial recognition is considered high risk, for example, while AI spam filters are low risk. Right now, energy sector applications are not categorized as risky at all.
“What we would advocate for would be that AI use in the energy sector falls under a high risk classification system due to its risk for human harm. And then it would go through a governance process, ideally that would align with climate science targets,” Will told me. “So you could use that to uplift positive applications like AI for methane leak detection, but AI for upstream scenarios should be subject to additional scrutiny.”
Realistically, there’s no chance of something like this being implemented in the U.S. under Trump, let alone somewhere like Saudi Arabia. And even if such regulations were eventually enacted in some countries, energy markets are global, meaning governments around the world would ultimately need to align on risk mitigation strategies for reigning in AI’s potential for climate harm.
As Will told me, “that would be a massive uphill battle, but we think it’s one that’s worth fighting.”
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Even though he is partially responsible for them.
This is an edition of Heatmap Daily, an evening review of the day’s news written by our executive editor. Sign up for it here.
Welcome to August — which, as the political commentator Josh Barro once observed, is the year’s “stupidest news month.” Because Congress goes on recess around this time of year, and so many other Americans go on vacation, “the quantity of serious news structurally declines,” and we journalists have to turn to sillier stories in order to fill the space.
I couldn’t help but think of that post today. As my colleague Matthew Zeitlin covered last week, oil companies recently had a blowout quarter. Last week, Chevron reported its best quarterly earnings result ever, while Exxon announced its largest profit in four years. None of this was a surprise: The Iran war and the Strait of Hormuz’s closure sent oil prices soaring around the world in the spring, making the supermajors’ domestic refinery business especially profitable. Despite its big result, Exxon actually underperformed Wall Street’s expectations — that’s how expected all of this was.
Still, though — the oil companies benefited from a supply shock that was hurting everyone else in the economy. Although this kind of volatility is part and parcel of the commodities business — it is part of what makes commodities so enticing to investors — it is, at the very least, not a good look. And in times like these, progressive policymakers will sometimes call for a windfall profits tax, a one-time levy on large and unexpected profits arising from a situation outside a company’s control. (Centrists and conservatives tend to prefer making different reforms to the tax system that tax “supernormal” profits.)
The United States last imposed a windfall profits tax on oil companies in the 1970s, but other countries still use them today: The U.K. implemented one after Russia’s invasion of Ukraine drove up gas prices in 2022, as did a handful of European countries. More recently, Senator Sheldon Whitehouse of Rhode Island and Representative Ro Khanna of California proposed a windfall tax after gasoline prices shot up in March.
I wouldn’t have counted President Trump among Whitehouse’s and Khanna’s number. Yet speaking to reporters from the Oval Office today, Trump said the oil companies were “making too much money” from the Strait of Hormuz closure.
“Chevron, too much money. ExxonMobil, too much money,” the president said. “When you look at one company where they made 12 times what they made the year before, they ought to give some of that back to the public … And they better cut the retail price, the consumer price.”
He noted that many reporters looked “surprised” he was saying it, but reiterated he “wasn’t happy.”
Now, the president hasn’t quite called for a windfall profits tax — he seems to have something more voluntary in mind. Yet given Trump’s fealty to the industry in virtually every other context, his comments are striking and make his political judgement around the war all the more perplexing. The president chose to go to war with Iran — and the almost certain outcome of that conflict, in any world, was going to be higher oil prices. If anything, the war has moved crude less than analysts would have thought. What was Trump expecting here?
I don’t expect these remarks to usher in some new era of Trumpian policy or politics — this is probably just another silly August story. But they reflect how much the politics of energy have changed since President Trump took office in January 2025. Americans know it, Democrats know it, and President Trump knows it too.
Data centers are a big test for the nascent industry. But they also can’t fill the orderbooks.
For the last few years, there’s been just one story dominating the economy, Silicon Valley, and much of the climate tech world too: artificial intelligence. It has consumed investor’s time and money, leaving relatively little for the rest of the startup ecosystem. But for companies that can hitch themselves to the AI boom and tie their value proposition to the data center buildout, this narrow funding focus can be a tailwind.
The most obvious beneficiaries so far have largely fallen into two camps: startups using AI to build cheaper, better products or those developing technologies to cleanly power data centers themselves. But what about the companies actually manufacturing the physical materials behind these facilities? The data center buildout is ultimately an investment in the physical economy, which largely means an investment in concrete — the most widely used man-made material on Earth.
Cement, the key ingredient that binds concrete together, accounts for 8% of global CO2 emissions, and is a major driver of hyperscaler’s scope 3 emissions. Microsoft and Google’s recent sustainability reports, for example, reveal that their largest emissions category isn’t electricity but “capital goods,” which includes the embodied carbon in their physical assets and infrastructure such as the concrete, steel, server racks, and silicon used to build data centers.
Cement is a big part of that picture because producing it typically requires burning limestone in kilns at extremely high temperatures, a process that both uses large amounts of fossil fuels and releases CO2 through the underlying chemical reaction itself. So if hyperscalers are serious about decarbonization, one might expect them to be pretty interested in startups such as Brimstone, Sublime Systems, and Fortera, each of which is pursuing a different approach to reducing cement’s carbon footprint.
And they are interested. But that alone won’t fill these company’s orderbooks or offset the headwinds generated by the Trump administration rescinding previously obligated grants. That challenge has only been compounded by climate tech’s broader fall from favor as investors chase flashier, more explicitly AI-centric bets.
Still, Cory Waltrip, Sublime’s VP of business development, told me that data centers make a fantastic beachhead market for the company’s low-carbon cement, which it produces through an electrochemical process that eliminates the need for high-temperature kilns. Hyperscalers, he said, have both the market power and financial runway to think long-term about “the way that they’re signing agreements” and “how you can structure those agreements.” Of course, “the balance sheet and the amount of capital that they allocate towards sustainability commitments” doesn’t hurt either.
Last May, Microsoft signed an offtake agreement with Sublime to purchase up to 622,500 metric tons of cement from the company’s future demonstration plant in Holyoke, Massachusetts, as well as a yet-to-be-sited full-scale facility. The deal is unique because it doesn’t require Microsoft to actually use Sublime’s cement in its data centers. Since cement is expensive and impractical to ship long distances, what Microsoft really purchased is the cement’s so-called “environmental attributes,” allowing Sublime to sell the physical product to local customers while Microsoft gets to claim the associated emissions reductions.
It was one of the first deals in the cement industry to decouple the physical product from its environmental benefits. But that good news was quickly overshadowed. Just eight days later, Energy Secretary Chris Wright announced the cancellation of 24 awards from the DOE’s Office of Clean Energy Demonstrations, including a $87 million grant for Sublime and a $189 million grant for Brimstone. That sent Sublime into a tailspin: In December, it paused plans for its demo plant, and in March it laid off roughly two-thirds of its workforce. The company has since filed a suit in the court of federal claims, alleging that the DOE breached its contract with Sublime, but a resolution could take years.
All the cement-hungry data centers in the world would struggle to make up for the loss of that federal funding. Hyperscalers want to buy low-carbon cement from companies that already have a credible pathway to commercial production, not foot the bill for a first-of-a-kind plant.
So Sublime is now pursuing “alternative scale up plans” that don’t involve the Holyoke facility, with Microsoft remaining “a committed customer,” Waltrip said. The most promising option involves co-locating with existing but underutilized standard cement plants in North America or Europe. Doing so could reduce capital costs by roughly 20% to 40%, Waltrip told me. “We can use all of the existing crushing, grinding, finishing, and storage equipment that an existing cement plant already has.”
Building in Europe — something Sublime has yet to commit to but is certainly considering — could also open the door to other non-dilutive public financing, such as the bloc’s roughly €40 billion EU Innovation Fund, which regularly backs industrial decarbonization projects such as low-carbon cement.
In the meantime, the company also says it’s made significant process improvements that could drastically change the scale at which it builds plants. While former CEO Leah Ellis described Sublime’s future commercial facility as a “megaton-scale plant,” Sublime now thinks it could economically produce the material in 50,000 to 250,000 metric tons-per-year facilities. These smaller plants would be far easier to finance without relying on large government grants, Waltrip told me.
Sublime is exploring multiple other undisclosed data center engagements as well, as Waltrip revealed that “we’ve completed materials testing with at least one hyperscaler. We’ve completed a concrete demonstration pour with another hyperscaler,” and “we’ve negotiated or are in the process of negotiating commercial agreements with other hyperscalers beyond Microsoft.”
The company also conducted a small test pour of its low-carbon concrete last year with STACK Infrastructure, a data center developer that leases out its facilities. But while the material has exceeded performance standards, STACK is unlikely to become a customer anytime soon. “If we had a commercial plant ready to go, I think we would be having no issues with finding customers for that product,” Waltrip told me. The challenge is that developers outside the major hyperscalers typically lack the financial flexibility to sign long-term offtake agreements for a product that may not reach meaningful scale until the mid-2030s.
So for now, Google, Microsoft, Meta, and Amazon remain the most sought-after buyers.
Brimstone, another low-carbon cement company, also landed a major hyperscaler deal last year. The company, which still uses kilns but replaces limestone with carbon-free calcium silicate rocks in its production process, agreed to supply Amazon with an undisclosed amount of cement and supplementary cementitious materials, which can partially replace cement in concrete. CEO Cody Finke told me he couldn’t share any additional details, including the volume of materials reserved or when he expects deliveries to begin, though he readily acknowledges the impact of the data center boom.
“There’s no question that the data center buildout has increased the demand for these materials,” Finke told me. Early last year, the company announced that it’s also figured out how to adapt its process to produce alumina — the refined material that smelters turn into aluminum. Data centers also use this metal throughout their operations in structural panels, server racks, and cooling systems. Eventually, the company says it will be able to make additional critical minerals and materials including steel, magnesium, and titanium.
For now though, Brimstone is working to complete construction of its demo plant in Reno, Nevada, which the company recently said it expects to be operational in 2028. Finke was somewhat more cautious, however, telling me only that it should come online by “the end of the decade.” The company’s first full-scale plant, the location of which it’s yet to announce, is slated to begin operations around 2034, producing 350,000 metric tons of alumina and an undisclosed amount of cement and other materials.
But like Sublime, Brimstone also lost a major source of federal support when the Trump administration rescinded its $189 million DOE grant, which was intended to finance construction of the demo plant. Finke, however, insisted this hasn’t altered the company’s timeline because Brimstone, having netted over $80 million to date, “had effectively raised the money that we needed, regardless of the grant.”
Finke isn’t relying on the goodwill of hyperscalers either, even though many do appear willing to pay a green premium in order to align with their ambitious, if flailing, decarbonization agendas. “To be frank, I don’t think that it’s that important to the transition whether or not those climate policies exist, because the companies that really matter are going to be cheaper anyway,” he told me.
Brimstone, he argues, is one of those companies. By co-producing multiple products at once, each can effectively offset the cost of the others, and Finke expects even the cement produced at the Reno demo plant to sell at standard market rates. Ultimately, while he sees growth in the data center industry as a tailwind, he doesn’t think Brimstone depends on that market, noting these facilities still only account for a small sliver of global cement demand. The company’s primary customers, he said, will ultimately be traditional buyers: concrete producers purchasing cement and aluminum smelters buying alumina.
Yet data centers willing to negotiate multi-year contracts still represent uniquely valuable first customers in an industry where such agreements are exceedingly rare. Instead, producers typically sell cement into a merchant spot market, where buyers purchase from whatever supplier meets their myriad requirements at the time. But that leaves low-carbon materials startups in a bind, Fortera’s CEO Ryan Gilliam told me. “When you’re trying to bring a new technology to market like us, you typically use offtake agreements to get project financing to justify building up big projects,” he explained. Potential investors simply want to see demonstrated future demand.
Fortera, which has raised about $150 million and has an operational pilot plant in California, captures the CO2 emitted from conventional cement production and converts it into a mineral form that then becomes part of the cement itself. Last year, it secured a strategic investment from Microsoft’s Climate Innovation Fund to help finance its first commercial-scale facility, expected to produce 400,000 tons of cement per year. In return, the tech giant secured the right to procure Fortera’s low-carbon cement and its associated environmental attribute certificates — more of a reservation than the binding offtake contract it signed with Sublime.
Just one plant of this size “would meet all the hyperscalers’ needs easily,” Gilliam told me, underlining Finke’s point that data centers will by no means represent a cement company’s largest buyer long-term. “Most hyperscalers, you’re talking maybe upwards of 100,000 tons a year of requirements around cement, and that might even be at the upper end,” Gilliam explained. By comparison, standard cement plants typically produce about a million tons of product annually.
So while Gilliam and others are happy to ride the AI boom, they also recognize that data centers are likely more valuable as an early market signal than a long-term source of demand. Even now, it remains unclear whether the boom is even a net positive for the sector as a whole.
“The number of AI startups and the amount of money that’s been diverted into that space definitely changed the pool of investors that you can go to right now,” Gilliam told me. And that’s the core paradox. The data center boom has become one of the clean cement industry’s most promising early markets and one of its fiercest competitors for capital. Welcome to the AI economy.
The energy developer is backing off after a Heatmap report.
Clearway says it is backing off its plans to build a data center and gas power plant on federal land, days after Heatmap revealed the energy developer’s proposal.
Last week, I reported that Clearway asked the Trump administration’s Bureau of Land Management to swap a five year-old application for a solar farm’s permits with “a proposed data center and natural gas facility.” Clearway’s chief development officer John Woody had written in a letter to BLM dated April 3 that the swap was “the result of a shift in our internal development priorities” and intended “to better align with the goals of our Administration.” He also noted the plans were in “exploratory early stages.”
This news fit a trend. I obtained Clearway’s letter right after reporting on a different solar project on federal land that was being swapped for a data center. But it turns out, the company’s internal thinking continued to shift: on Friday, they reached out to me saying they are now nixing the data center and gas plant, after concluding it wasn’t the right call for their business.
“Since our initial filing, we’ve evaluated how to make the best use of this public land in a way that serves its intended purpose: the public interest. As a clean energy developer and operator, our focus in Nevada remains solar and battery storage,” Clearway said in a statement it provided to me from an unnamed spokesperson. “We are in the process of amending our application to reflect the state’s growing demand for low-cost, reliable energy.”
In addition, Clearway on Monday sent a letter to BLM formally alerting the agency it has no plans to build the data center, which it also provided to me.
When I first broke news of Clearway’s plans, I said it was an apparent aberration – they oversaw relatively few fossil projects and had never worked in data centers. I chalked this pivot up to yet another energy developer changing its tune with the winds of national politics. Now that the company is apparently sticking to its guns, I’m mostly just left wondering what happened here – and relieved some still remain committed to zero-emissions power in the booming business of electrons.