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Money is pouring in — and deadlines are approaching fast.

There’s no quick fix for decarbonizing medium- and long-distance flights. Batteries are typically too heavy, and hydrogen fuel takes up too much space to offer a practical solution, leaving sustainable aviation fuels made from plants and other biomass, recycled carbon, or captured carbon as the primary options. Traditionally, this fuel is much more expensive — and the feedstocks for it much more scarce — than conventional petroleum-based jet fuel. But companies are now racing to overcome these barriers, as recent months have seen backers throw hundreds of millions behind a series of emergent, but promising solutions.
Today, most SAF is made of feedstocks such as used cooking oil and animal fats, from companies such as Neste and Montana Renewables. But this supply is limited by, well, the amount of cooking oil or fats restaurants and food processing facilities generate, and is thus projected to meet only about 10% of total SAF demand by 2050, according to a 2022 report by the Mission Possible Partnership. Beyond that, companies would have to start growing new crops just to make into fuel.
That creates an opportunity for developers of second-generation SAF technologies, which involve making jet fuel out of captured carbon or alternate biomass sources, such as forest waste. These methods are not yet mature enough to make a significant dent in 2030 targets, such as the EU's mandate to use 6% SAF and the U.S. government’s goal of producing 3 billion gallons of SAF per year domestically. But this tech will need to be a big part of the equation in order to meet the aviation sector’s overall goal of net zero emissions by 2050, as well as the EU’s sustainable fuels mandate, which increases to 20% by 2035 and 70% by 2050 for all flights originating in the bloc.
“That’s going to be a massive jump because currently, SAF uptake is about 0.2% of fuel,” Nicole Cerulli, a research associate for transportation and logistics at the market research firm Cleantech Group, told me. The head of the airline industry’s trade association, Willie Walsh, said in December at a media day event, "We’re not making as much progress as we’d hoped for, and we’re certainly not making as much progress as we need.” While global SAF production doubled to 1 million metric tons in 2024, that fell far below the trade group’s projection of 1.5 million metric tons, made at the end of 2023.
Producing SAF requires making hydrocarbons that mirror those used in traditional jet fuel. We know how to do that, but the processes required — electrolysis, gasification, and the series of chemical reactions known as Fischer-Tropsch synthesis — are energy intensive. So finding a way to power all of this sustainably while simultaneously scaling to meet demand is a challenging and expensive task.
Aamir Shams, a senior associate at the energy think tank RMI whose work focuses on driving demand for SAF, told me that while sustainable fuel is undeniably more expensive than traditional fuel, airlines and corporations have so far been willing to pay the premium. “We feel that the lag is happening because we just don’t have the fuel today,” Shams said. “Whatever fuel shows up, it just flies off the shelves.”
Twelve, a Washington-based SAF producer, thinks its e-fuels can help make a dent. The company is looking to produce jet fuel initially by recycling the CO2 emitted from the ethanol, pulp, and paper industries. In September, the company raised $645 million to complete the buildout of its inaugural SAF facility in Washington state, support the development of future plants, and pursue further R&D. The funding includes $400 million in project equity from the impact fund TPG Rise Climate, $200 million in Series C financing led by TPG, Capricorn Investment Group, and Pulse Fund, and $45 million in loans. The company has also previously partnered with the Air Force to explore producing fuel on demand in hard to reach areas.
Nicholas Flanders, Twelve’s CEO, told me that the company is starting with ethanol, pulp, and paper because the CO2 emissions from these facilities are relatively concentrated and thus cheaper to capture. And unlike, say, coal power plants, these industries aren’t going anywhere fast, making them a steady source of carbon. To turn the captured CO2 into sustainable fuel, the company needs just one more input — water. Renewable-powered electrolyzers then break apart the CO2 and H2O into their constituent parts, and the resulting carbon monoxide and hydrogen are combined to create a syngas. That then gets put through a chemical reaction known as “Fischer-Tropsch synthesis,” where the syngas reacts with catalysts to form hydrocarbons, which are then processed into sustainable jet fuel and ultimately blended with conventional fuel.
Twelve says its proprietary CO2 electrolyzer can break apart CO2 at much lower temperatures than would typically be required for this molecule, which simplifies the whole process, making it easier to ramp the electrolyzers up and down to match the output of intermittent renewables. (How does it do this? The company didn’t respond when I asked.) Twelve’s first plant, which sources carbon from a nearby ethanol facility, is set to come online next year, producing 50,000 gallons of SAF annually once it’s fully scaled, with electrolyzers that will run on hydropower.
While Europe may have stricter, actually enforceable SAF requirements than the U.S., Flanders told me there’s a lot of promise in domestic production. “I think the U.S. has an exciting combination of relatively low-cost green electricity, lots of biogenic CO2 sources, a lot of demand for the product we’re making, and then the inflation Reduction Act and state level incentives can further enhance the economics.” Currently, the IRA provides SAF producers with a baseline $1.25 tax credit per gallon produced, which gradually increases the greener the fuel gets. Of course, whether or not the next Congress will rescind this is anybody’s guess.
Down the line, incentives and mandates will end up mattering a whole lot. Making SAF simply costs a whole lot more than producing jet fuel the standard way, by refining crude oil. But in the meantime, Twelve is setting up cost-sharing partnerships between airlines that want to reduce their direct emissions (scope 1) and large corporations that want to reduce their indirect emissions (scope 3), which include employee business travel.
For example, Twelve has offtake agreements with Seattle-based Alaska Airlines and Microsoft for the fuel produced at its initial Washington plant. Microsoft, which aims to reduce emissions from its employees’ flights, will essentially cover the cost premium associated with Twelve’s more expensive SAF fuel, making it cost-effective for Alaska to use in its fleet. Twelve has a similar agreement with Boston Consulting Group and an unnamed airline
Eventually, Flanders told me, the company expects to source carbon via direct air capture, but doing so today would be prohibitively expensive. “If there were a customer who wanted to pay the additional amount to use DAC today, we'd be very happy to do that,” Flanders said. “But our perspective is it will maybe be another decade before that cost starts to converge.”
No sustainable fuel is even close to cost parity yet — Cerulli told me that it generally comes with a “roughly 250% to over 800%” cost premium over conventional jet fuel. So while voluntary uptake by companies such as Microsoft and BCG are helping drive the emergent market today, that won’t be near enough to decarbonize the industry. “At the simplest level, the cost of not using SAF has to be higher than using it,” Cerulli told me.
Pathway Energy thinks that by incorporating carbon sequestration into its process, it can help the world get there. The sustainable fuels company, which emerged from stealth just last month, is pursuing what CEO Steve Roberts told me is “probably the most cost-efficient long-term pathway from a decarbonization perspective.” The company is building a $2 billion SAF plant in Port Arthur, Texas designed to produce about 30 million gallons of jet fuel annually — enough to power about 5,000 carbon-neutral 10-hour flights — while also permanently sequestering more than 1.9 million tons of CO2.
Pathway, a subsidiary of the investment and advisory firm Nexus Holdings, has partnered with the UK-based renewable energy company Drax, which will supply the company with 1 million metric tons of wood pellets, to be turned into fuel using a series of well-established technologies. The first step is to gasify the biomass by heating the pellets to high temperatures in the absence of oxygen to produce a syngas. Then, just as Twelve does, it puts the syngas through the Fischer-Tropsch process to form the hydrocarbons that become SAF.
The competitive advantage here is capturing the emissions from the fuel production process itself and storing them permanently underground. Since Pathway is burying CO2 that’s already been captured by the trees from which the wood pellets come, that would make Pathway’s SAF carbon-negative, in theory, while the best Twelve and similar companies can hope for is carbon neutrality, assuming all of their captured carbon is used to produce fuel.
The choice of Drax as a feedstock partner is not without controversy, however, as the BBC revealed that the company sources much of its wood from rare old-growth forests. Though this is technically legal, it’s also ecologically disruptive. Roberts told me Drax’s sourcing methodologies have been verified by third parties, and Pathway isn’t concerned. “I don't think any of that controversy has yielded any actually significant changes to their sourcing program at all, because we believe that they're compliant,” Roberts told me. “We are 100% certain that they’re meeting all the standards and expectations.”
Pathway has big growth plans, which depend on the legitimacy of its sustainability cred. Beyond the Port Arthur facility, which Roberts told me will begin production by the end of 2029 or early 2030, the company has a pipeline of additional facilities along the Gulf Coast in the works. It also has global ambitions. “When you have a fuel that is this negative, it really opens up a global market, because you can transport fuel out of Texas, whether that be into the EU, Africa, Asia, wherever it may be,” Roberts said, explaining that even substantial transportation-related emissions would be offset by the carbon-negativity of the fuel.
But alternative feedstocks such as forestry biomass are finite resources, too. That’s why many experts think that within the SAF sector, e-fuels such as Twelve’s that could one day source carbon via direct air capture and then electrolyze it have the greatest potential for growth. “It’s extremely dependent on getting sustainable CO2 and cheap electricity prices so that you can make cheap green hydrogen,” Shams told me. “But theoretically, it is unlimited in terms of what your total cap on production would be.”
In the meantime, airlines are focused on making their planes and engines more aerodynamic and efficient so that they don’t consume as much fuel in the first place. They’re also exploring other technical pathways to decarbonization — because after all, SAF will only be a portion of the solution, as many short and medium-length flights could likely be powered by batteries or hydrogen fuel. RMI forecasts that by 2050, 45% of global emissions reduction in the aviation sector will come from improvements in fuel efficiency, 37% will be due to SAF deployment, 7% will come from hydrogen, and 3.5% will come from electrification.
If you did the mental math, you’ll notice these numbers add up to 92.5% — not 100%. “What we have done is, let's look at what we are actually doing today and for the past three, four, five years, and let's see if we get to net zero or not. And the answer is, no. We don't get to net zero by 2050,” Shams told me. And while getting to 92.5% is nothing to scoff at, that means that the aviation sector would still be emitting about 700 million metric tons of CO2 equivalent by that time.
So what’s to be done? “The financing sector needs to step up its game and take a little bit more of a risk than they are used to,” Shams told me, noting that one of RMI’s partners, the Mission Possible Partnership, estimates that getting the aviation sector to net zero will require an investment of around $170 billion per year, a total of about $4.5 trillion by 2050. These numbers take a variety of factors into account beyond strictly SAF production, such as airport infrastructure for new fuels, building out direct air capture plants, etc.
But any way you cut it, it’s a boatload of money that certainly puts Pathway’s $2 billion SAF facility and Twelve’s $645 million funding round in perspective. And it’s far from certain that we can get there. “Increasingly, that goal of the 2050 net-zero target looks really difficult to achieve,” Shams put it simply. “Commitments are always going up, but more can be done.”
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Climate tech investors talk investing in moonshots at SF Climate Week.
Three climate investors walked onto a boat.
That’s not the start of a joke — it’s a description of a panel at Heatmap House, a day of conversations and roundtables with leading policymakers, executives, and investors at San Francisco Climate Week (at the Klamath, a venue made out of an old ship).
Heatmap’s Katie Brigham moderated the roundtable conversation with Prelude Ventures Managing Director Gabriel Kra, Azolla Ventures co-founder Matthew Nordan, and Toba Capital Partner Susan Su. Many of their investments are in moonshot climate technologies that other financial players might avoid.
“Things that look contrarian is kind of what we do,” said Kra. “Occasionally, there’s an idea that looks bad that’s actually a good idea.”
Prelude Ventures funds early-stage climate companies that are “weird, or non-consensus, or counter cyclical, or just ahead of the curve,” according to Kra.
Nordan, for instance, said he backs cultivated meat despite some doubts that the category will achieve widespread popularity.
“I’m presently leading an investment in a company called Pythag Technologies,” said Nordan, talking about the generative AI company focused on lab-grown meat. “It’s actually a really interesting time to invest counter-cyclically in a field like that.”
Like Nordan, Su described her firm as one that is open to unconventional choices.
“We are very weird in that we invest across lots of different categories and lots of different stages,” said Su.
One of her personal investments is in Xeno. “This company does electric motorbikes for commercial drivers, as well as swapping and energy networks in emerging markets, starting in East Africa,” she explained.
The panelists told Katie that opting for less popular investments can be rewarding because they may help fund a major breakthrough.
“We placed a couple of bets on fusion before this current melée occurred that sort of had everybody thinking that, you know, fusion was the next hot thing,” said Kra (who claimed that he intended the pun).
Nordan emphasized the gap that venture can fill, left by larger institutional investors who may shy away from high-risk technologies.
“If there are true breakthroughs out there that just may not be investable by mainstream finance at the earliest stages,” Nordan said, “not because people don’t think they’re really good ideas, but they may be crazy early-stage or kind of weird, or non-consensus, or counter-cyclical, or just ahead of the curve, it would be a real shame.”
Noise ordinances won’t necessarily stop a multi-resonant whine from permeating the area.
What did you do for Earth Day this year? I spent mine visiting a notoriously loud artificial intelligence campus in Virginia’s Data Center Alley. The experience brought home to me just how big a problem noise can be for the communities adjacent to these tech campuses – and how much further local officials have to go in learning how to deal with them.
The morning of April 22, I jumped into a Toyota Highlander and drove it out to the Vantage VA2 data center campus in Sterling, Virginia, smack dab in the middle of a large residential community. The sensation when I got out of the car was unignorable – imagine an all-encompassing, monotonous whoosh accompanied by a low rumble you can feel in your body. It sounds like a jet engine that never stops running or a household vacuum amplified to 11 running at all hours. It was rainy the day I visited and planes from nearby Dulles International Airport were soaring overhead, but neither sound could remotely eclipse the thudding, multi-resonant hum.
If you want to hear the sound for yourself, this video accurately sums it up.
After parking nearby I walked to one of the residential enclaves adjacent to VA2. One resident of a home across the street, who declined to give me her name, said she moved there before the project was completed. When asked how she felt about the noise, she told me, “It’s not as bad as it could be on the other side [of the data center], where all the equipment is.” (While the sound does get louder on the other side, I could clearly hear VA2 from her driveway.)
VA2’s noise has been causing problems for months, as documented by numerous social media posts, local news clips, and a feature published in Politico. It’s doubtful many of those living near the data center wanted it there. The project was built quite quickly – so quickly that Google Earth still shows undeveloped woodlands on the site. Per public filings, Vantage first proposed the facility in 2022 under the county’s fast-track commercial incentive program, an expedited permitting process for specific preferred industries. It was under construction as recently as October 2024, according to images captured by Google Street View.
Noise is one of the most common issues associated with data centers. At least a third of all conflicts over data centers are over noise complaints, and noise is the number one reason for opposition in cases where projects were ultimately canceled, according to Heatmap Pro data.
This issue goes back almost a decade. In 2019, residents of the Phoenix ex-urb Chandler, Arizona, became irate after a loud monotonous hmmmm began emanating from a CyrusOne data center. In that case, CyrusOne traced the noise back to chilling fans, and the company reduced the sound with muffling devices.
Chandler wound up adopting a new ordinance in 2023 requiring sound mitigation measures to prevent companies from exceeding certain ambient noise levels in the surrounding areas. That did nothing to improve the mood of the people who live there, however. Now Chandler, once known as a potential data center development hub, is now firmly in the anti- camp. The city council unanimously rejected a proposed $2.5 billion data center campus in December over noise concerns, despite an expensive lobbying push backed by former Arizona Senator Kyrsten Sinema.
As data centers spread across the U.S., noise is becoming an ever-more-common complaint. You can hear the familiar hum at a DataOne data center project in Vineland, New Jersey. DataOne told us they “understand concerns about ambient noise in the area” and are operating within the limits of local noise ordinances.
The hum is also in Dowegiac, Michigan, where people living nearby are calling their new Hyperscale Data facility a “noise trap,” with little explanation to date for the issue. Hyperscale Data did not respond to a request for comment.
And the hum is in Mount Pleasant, Wisconsin, where the sound from a new Microsoft data center campus rises above any din from rain. The hyperscaling giant is doing more to mitigate the issue than I’m used to seeing from data center developers, however.
On April 15, the company published an update on its own internal investigations into noise complaints. “Although the facility noise levels meet the requirements set by local ordinance, we take this feedback seriously and understand the impact this has had on our neighbors,” the update read. “We anticipated that our systems would need adjustments and create some noise as part of the datacenter startup, but we did not expect the tonal quality of the sound to travel as far as it has.”
To address the noise, Microsoft said it was “manually adjusting the cooling fans” to reduce noise, and that “we expect this change to address community concerns about the tonal humming.” On top of that, the company said it will install “additional sound reduction components” to “provide even further reductions in measured sound levels.” A Microsoft spokesperson told me in an email: “We’ve identified the source of the noise concerns and have implemented changes to significantly reduce sound from our facility.”
It isn’t cooling fans causing the noise at Vantage’s VA2 in Virginia, however. The sound, according to media reports, is coming from gas turbines powering the data center.
VA2 is one of the first in Virginia to function entirely off-grid, a design companies are adopting in order to avoid lengthy grid connection processes. Company spokesman Mark Freeman told me the facility is “fully compliant with all local noise ordinances, and this has been verified by third-party sound studies.”
“Additionally, in line with our commitment, we are actively working with third-party engineers to explore additional sound mitigation options,” Freeman continued. Freeman said “Our goal is to further reduce noise levels where possible and continue to foster a positive environment for everyone.”
Here’s the thing, though: I visited the Vantage campus after initially hearing from the company, and it was loud. Very loud.
I did not bring a decibel meter with me, so I cannot know whether they were operating within legal limits that day. What I do know is that noise ordinances struggle to properly capture sounds in multiple frequency ranges, making high and low frequencies challenging to regulate, according to the Environmental and Energy Study Institute, a bipartisan non-profit think tank. Officials representing Loudon County, where VA2 is located, have acknowledged that the local ordinance may need to change in order to address the most distressing frequencies from the data center campus.
“We can change the zoning ordinance and noise ordinance,” Loudon County supervisor Mike Turner told local TV station WUSA9 last week. “Noise can be mitigated. I just don’t believe that the noise problem cannot be solved.”
I wrote Freeman, the Vantage spokesman, to tell him I had visited the VA2 campus and found the noise to be “quite foul.” He replied soon after, telling me that Vantage is going “above and beyond what is required in order to address concerns from nearby residents.” The company is using “targeted enhancements to turbine-related equipment such as dampening equipment, enclosure inlets and enclosure exhausts.” These measures “represent meaningful progress and will help us better evaluate the effectiveness of the broader solutions under consideration.” Freeman also said the company is “actively assessing additional options” focused on “targeted frequency ranges.”
As we continue to track local regulation of data centers, I’m we’ll see many more cases like VA2, in which obtrusive sound prompts forms of regulation we may have never seen before.
Or, people will just hear these noises and say no to more data centers.
Plus more of the week’s biggest project development fights.
New Jersey – Crucial transmission for future offshore wind energy in New Jersey is scrapped for now.
Montgomery County, Alabama – A statewide solar farm ban is dead for now after being blocked by lawmakers who had already reduced its scope.
Doña Ana County, New Mexico – The Federal Energy Regulatory Commission wants to move faster on data center power infrastructure, but at least one energy project for a major hyperscaler is trapped in internal conflicts.
Hawkins County, Tennessee – A local free-market nonprofit is suing this county in federal court to argue data center bans are unconstitutional.
Mingo County, West Virginia – Speaking of federal data center cases, West Virginia regulators will now be forced to testify in the legal challenge against a large hyperscaler in the heart of coal country.
Will County, Illinois – This county reversed several solar project rejections, but it didn’t do so happily.
King County, Washington – Seattle might be the next major city to ban data centers.