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Nuclear Meets AI: Inside the $90B Project Matador and UROY’s Next Big Break

Disseminated on behalf of Uranium Royalty Corp.

The United States is entering a new phase in clean energy. It now combines artificial intelligence (AI), advanced data centers, and nuclear power in one system. At the center of this shift is Project Matador, aka Donald J. Trump Generating Plant, a plan to build an 11-gigawatt (GW) energy and data campus in Texas.

The project aims to become one of the largest clean energy and computing developments in the world. Led by Fermi America LLC, it could change how data centers get their power. Its mix of nuclear, solar, natural gas, and battery storage is designed to provide steady, low-carbon energy for the growing AI and chip industries.

The Vision Behind Project Matador

Project Matador is one of the most ambitious U.S. energy projects in decades. It will cover about 5,855 acres in Carson County, Texas, under a 99-year lease with Texas Tech University.

project matador location map
Source: Fermi America

The site will host four Westinghouse AP1000 nuclear reactors, along with solar panels, batteries, and natural gas plants. Together, these systems will generate up to 11 GW of reliable power for large data centers and chip factories built on the same campus.

Fermi America plans to begin construction in 2026. The first nuclear reactor could start running by 2031, with all 4 completed by 2038. The total cost could reach $70–90 billion.

The nuclear reactors will use the proven AP1000 design, known for its strong safety features. The site near Amarillo was chosen for its stable geology, existing infrastructure, and strong power connections. The area also sits next to a long-standing federal facility, which helps with environmental and safety approvals.

Building the AI Energy Campus of the Future

Project Matador is more than a power plant – it’s a purpose-built, vertically integrated energy campus designed to power America’s next wave of digital industries: hyperscale AI data centers and advanced semiconductor manufacturing. By combining four Westinghouse AP1000 nuclear reactors, large-scale battery storage, combined-cycle natural gas, and on-site solar, Matador delivers round-the-clock, zero-carbon electricity within a single, secured perimeter.

data center electricity demand due AI 2030

This model solves major challenges for high-tech facilities. AI systems and chip fabs demand continuous, multi-gigawatt power – often beyond what traditional grids can supply. Matador’s behind-the-meter setup keeps energy onsite, delivering reliable power directly to data centers and manufacturing plants. Its nuclear generators supply up to 4.4 GW of steady baseload, while batteries provide backup and frequency control, guarding sensitive compute clusters from outages. Natural gas and solar add further resilience, keeping operations stable even during grid stress.

For data centers, this means 24/7 uptime and low-carbon power for demanding AI, cloud, and security workloads. Hyperscale operations can use over 3 GW each, so every minute of reliable energy protects millions in value and supports technology leadership. Google, Meta, and Nvidia benefit directly from Matador’s self-sustaining grid, bypassing public utility risks.

Semiconductor manufacturing is also strengthened. Chip fabs are North America’s most power-sensitive assets – a single disruption can halt modernization and risk supply chains. By hosting robust, secure energy onsite, Matador drives U.S. onshoring under the CHIPS Act, boosting sector growth and jobs.

Alongside these benefits, the campus reduces grid strain, lowers emissions, and creates thousands of jobs. Fermi America’s initiative sets a new standard for strategic nuclear and hybrid energy infrastructure, anchoring America’s future in clean, resilient, and tech-driven power. With 11 GW of clean electricity, Matador reduces foreign dependence and supports federal goals for secure compute and chip operations – driving over 50,000 jobs and future-proof growth. Its integrated model establishes a global benchmark for sustainable, strategic industrial power.

Building Global Partnerships: South Korea’s Role in the U.S. Nuclear Comeback

The company signed important deals in South Korea for nuclear technology and component production. It signed a FEED (front-end engineering design) deal with Hyundai Engineering & Construction. This deal will kick off the engineering of four AP1000 reactors.

Also, it reached a deal with Doosan Enerbility. This agreement secures long-lead components, such as reactor pressure vessels and steam generators. These moves lock in key suppliers and help protect the project’s timeline and cost estimates.

Toby Neugebauer, Co-founder & CEO of Fermi America, stated:

“Doosan Enerbility and Hyundai E&C have been waiting for an American company to stop power pointing about nuclear and start building it. Their firm commitment to Fermi America positions us for action, leveraging their track record of success to build clean, new nuclear power at the velocity and scale the President demands and the U.S. requires.” 

Fermi notes that it was the first company to file a combined operating license that the NRC accepted for review in September 2025. The company thanked Texas leaders. It also highlighted the state’s new $350 million funding for the Texas Advanced Nuclear Energy Office (TANEO) to support the build.

These partnerships will boost the AP1000 reactor supply chain. They will also strengthen connections between the U.S. and Korea in advanced energy development.

The AP1000, built by Westinghouse Electric Company, is one of the world’s safest and most efficient nuclear reactor designs. It uses passive safety systems that can cool the reactor without human action or external power. This makes it ideal for modern, high-security facilities like Project Matador.

Fermi America will fund construction through a mix of private equity, REITs, and federal loan guarantees. This method shares financial risk. It also makes sure the project follows strict safety and environmental rules.

Nuclear Power’s Return and How UROY Stands to Gain From It

Projects like Matador show that nuclear power is making a comeback in the U.S. After years of slow progress, nuclear energy is now viewed as essential for clean power and energy security. The rise of AI, cloud computing, and electric vehicles has sharply increased demand for dependable electricity.

For investors, this creates new opportunities in uranium and nuclear development. Uranium Royalty Corp (UROY) is one company well-positioned to benefit. Based in Canada, UROY owns royalties and streams linked to uranium mines around the world. This means it earns a share of revenue from uranium production without operating the mines itself.

UROY also holds physical uranium reserves, giving it direct exposure to fuel price increases. As new reactors like those at Matador move closer to construction, demand for uranium will rise. UROY’s business model allows investors to gain from this trend without the high costs or risks of running a mining company.

UROY benefits when uranium prices climb or when more nuclear power plants sign fuel contracts. The U.S. currently produces less than 10% of the uranium it needs and depends heavily on imports. To fix this, the government is supporting efforts to rebuild the domestic uranium supply chain.

uranium concentrate production in the US 2025
Source: EIA

As new U.S. nuclear projects start – including Matador, TerraPower’s Natrium reactor, and Oklo’s advanced fission systems – the need for uranium fuel will grow. That means higher demand for UROY’s royalty partners and assets.

uranium supply and demand projections 2040

Even though UROY is not tied to a single project, its portfolio rises in value as the global nuclear market expands. If the U.S. adds dozens of gigawatts of nuclear capacity by 2040, UROY could see major growth in both royalty revenue and asset value.

The Bigger Picture: Clean Power for the Digital Era

Project Matador shows how the energy transition and the digital economy are coming together. AI and chip manufacturing need clean, steady power — and nuclear energy can deliver it.

For the U.S., this kind of project also supports national security, ensuring that data and computing systems run on domestic, reliable energy.

For investors, companies like UROY offer a simple way to invest in the nuclear revival. They benefit as more projects move forward and uranium demand increases.

The next generation of clean energy will go beyond solar and wind. It will combine nuclear stability, renewable flexibility, and digital intelligence, all working together to power the AI age.


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Carboncredits.com receives compensation for this publication and has a business relationship with any company whose stock(s) is/are mentioned in this article.

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The post Project Matador: America’s $90B Nuclear Power Solution for AI, Semiconductors, and Data Centers appeared first on Carbon Credits.

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Designing an Insetting Program: A Step-by-Step Playbook for Procurement

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Insetting program design starts with your supplier map. The carbon claim comes much later.

Consider a coffee procurement team that funds a farm intervention before checking its sourcing data. The supplier aggregates coffee lots from several regions. The buyer lacks farm-level traceability. Another purchaser expects to report the same outcome. A more attractive project brochure solves none of these problems.

If the distinction between a value-chain intervention and a purchased credit is still open, read CCC’s Insetting vs Offsetting guide before you set the brief.

Insetting program design begins with the purchasing relationship and works outward. You need to decide 1) where an intervention belongs, 2) what business problem it addresses, 3) who pays for it, 4) how results will be measured, and 5) what the evidence will let you say about them. This five-step playbook turns that sequence into a procurement plan.

Step 1: Insetting program design starts with supplier mapping

Start with the commodities that matter most to your Scope 3 inventory and sourcing continuity. Ask finance for spend by supplier, sustainability for the emissions baseline, and category managers for origin and volume records. Then identify which suppliers can trace material to a jurisdiction, sourcing region, producer group, or individual land-management unit.

The level of traceability affects what you can account for. Under the GHG Protocol Land Sector and Removals Standard, the spatial boundary for purchased land-based products depends on the traceability associated with each volume. Farm-specific factors or removals require physical traceability through an acceptable chain-of-custody model. A contract with a tier-one trader, by itself, does not establish a link to the farms behind its deliveries.[1]

Build a first-pass table with five columns: commodity and annual volume; supplier and origin; current traceability level; land-use and production risks; and the business owner who can change the purchasing terms. Mark missing data plainly. A blank cell is cheaper to fix before a program starts than after a claim is drafted.

If your company sets an SBTi Forest, Land and Agriculture target (FLAG), keep its land-related target boundary separate from energy and industry emissions. The current FLAG guidance also requires relevant companies to assess primary deforestation-linked commodities in their value chains.[2]

Step 2: Choose a commodity and jurisdiction for a pilot

Select one supply corridor where the sourcing connection can be established and procurement has a reason to stay. A useful pilot has repeat purchases, suppliers willing to share records, an intervention matched to a diagnosed problem, and a defined plan to measure the result. Carbon potential alone is a poor selection rule if the supplier cannot deliver the crop your business needs.

Compare candidate regions on land-use risk, supplier concentration, local rights and tenure, the availability of baseline data, and exposure to drought, erosion, or forest conversion. Check the relevant legal requirements separately. A nature project does not satisfy a due-diligence obligation merely because it has a carbon method attached.

Consider a coffee buyer sourcing from two districts. In the first, producer-group records identify the farms, while recent dry seasons have increased rejected green coffee lots. In the second, deliveries pass through several intermediaries and farm origins are unknown. Pilot shade management in the first district, with local agronomic advice and quality checks built into the plan. The buyer can trace purchases there and test the intervention against a defined sourcing problem.

Use a short decision memo to record why the selected corridor beats the alternatives, what remains uncertain, and what would stop the pilot. That memo is the first control against a project drifting toward whatever happens to photograph well.

Step 3: Design the supplier engagement and commercial model

The intervention needs an owner on each side of the contract. Decide who supplies planting material or training, who maintains the practice, who bears the cost if a harvest disappoints, and how long the buyer expects to purchase from participating suppliers. Where smallholders participate, budget cash flow and technical support for practices that offer a later return.

Put these terms in a supplier agreement or pilot addendum. It should cover eligible farms and volumes, consent to data collection, access for monitoring, any land or carbon rights that matter, benefit sharing, and what happens if the purchasing relationship ends. Ask local counsel and producer representatives to review the arrangement. The Accountability Framework is a useful reference for supply-chain work involving forests, ecosystems, and human rights.[3]

Avoid assigning an automatic carbon benefit to the buyer. The contract should say which party has the right to report each outcome, how overlapping claims will be checked, and how any issued credits will be handled. A reduction reported in a buyer’s inventory cannot simply be sold for someone else’s offset claim without an accounting review. SBTi FLAG guidance excludes purchased credits used as offsets from near-term FLAG target achievement.[2]

Set commercial measures beside environmental ones: delivered volume, rejection rate, supplier retention, and procurement cost. They tell you whether the program works as a supply-chain investment, even if carbon accounting takes longer to resolve.

Step 4: Build monitoring, reporting, and verification before rollout

Agree on the baseline and data flow before paying for a full rollout. Identify the land units or sourcing regions in scope, the practices that change, the records suppliers already keep, and the additional measurements the program requires. Decide which data can come from field visits, transaction records, or remote sensing, and who checks each source.

For carbon, separate three questions. Did the practice happen? Did emissions or removals change under an applicable method? Can the buyer attribute a defensible share to its purchased goods without double counting? The GHG Protocol’s 2026 guidance includes dedicated chapters on spatial boundaries, data and methods, evaluating actions, credited outcomes, and assurance.[1] These are distinct jobs. A photograph of a planted tree answers only part of the first.

CCC’s MRV and Additionality article explains the separate evidence questions a project reviewer will ask.

Create an evidence file for every reporting period: dated supplier and farm records, purchase volumes, methods and emission factors, uncertainty, quality checks, and changes from the baseline. Specify who can challenge the data and how corrections are recorded. If a project also seeks credit certification, keep project accounting and corporate inventory accounting separate. The GHG Protocol says its land standard focuses on entity-level inventories and does not set the rules for credit certification.[4]

Start with the minimum viable measurement design that can survive review. Add complexity when the pilot tells you which data actually changes a decision.

Step 5: Decide what can be reported and claimed

Insetting program design needs reporting rules before the marketing copy. Procurement, sustainability, finance, and legal should agree on four distinct outputs: operational performance; observed land or nature outcomes; inventory effects, if the accounting criteria are met; and any separately issued credits. One dashboard can display them, but they should not share a single unqualified headline.

SBTi FLAG guidance allows certain land-based removals within a company’s operations or supply chain to contribute to FLAG pathways, subject to criteria including permanence, traceability, data quality, and allocation. It does not allow purchased offsets to meet near-term FLAG targets.[2] Eligibility therefore depends on evidence and the applicable target rules, not on calling an activity “insetting.”

Draft a claims register. For each proposed sentence, record the period, boundary, data owner, calculation method, reviewer, and whether the result is measured, estimated, or still a goal. If the evidence supports only “we funded a pilot with 200 farms,” say that. Do not turn a funding fact into a verified emissions reduction.

What good looks like by year three

Treat year three as a review point, not a promised payback date. A mature pilot should have mapped participating supply volumes, a stable supplier agreement, a repeatable data collection process, and a comparison of commercial and environmental results against the baseline. It should also have a documented answer for outcomes that cannot be included in the buyer’s inventory.

Scale only where the pilot improves a sourcing decision and the evidence can follow the product. If neither condition holds, redesign the intervention or change the corridor. A disciplined program can conclude that a site is unsuitable. That is useful procurement intelligence.

Discuss your insetting program with CCC

Carbon Credit Capital designs nature-based supply chain investments around sourcing needs and measurable sustainability outcomes. Schedule a consultation with our carbon and sustainability experts to map your tier-one supplier network, FLAG exposure, and first pilot decision.

Sources

[1] GHG Protocol, Land Sector and Removals Standard, version 1.1, and companion Guidance, June 2026: https://ghgprotocol.org/land-sector-and-removals-standard ; https://ghgprotocol.org/land-sector-and-removals-guidance

[2] Science Based Targets initiative, Forest, Land and Agriculture Science-Based Target-Setting Guidance, version 1.2, March 2026, especially pp. 16–17, 37, and 41: https://sciencebasedtargets.org/resources/files/SBTiFLAGGuidance.pdf

[3] Accountability Framework initiative, Accountability Framework and guidance for companies: https://accountability-framework.org/

[4] GHG Protocol, Frequently Asked Questions: Land Sector and Removals Standard, questions 10 and 18: https://ghgprotocol.org/blog/frequently-asked-questions-land-sector-and-removals-lsr-standard

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The Strategic Case for Nature-Based Carbon Investments

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Nature-based carbon investments deserve consideration when they address a specific business dependency and produce outcomes you can measure. Imagine Moonbucks, a global coffee roaster planning next season’s espresso blend. It is considering natural Grade 4 coffee from Jimma, in southwestern Oromia, Ethiopia. Its sourcing decisions affect the roasting schedule and the cash tied up in coffee purchases. Moonbucks needs to understand which measures could protect that supply, what they would cost and how it would judge the results.

1. Define the sourcing problem before choosing a project

Moonbucks needs a dependable component for its espresso blend. Its procurement team wants continuity of volume and an agreed cup profile. Replacing a shipment at short notice could require new sample approval and changes to the blend, and given the schedules for cultivation, processing, and freight delivery, is practically impossible. Moonbucks needs to get this right, and its initial concern is inconsistent deliveries. It commissions an assessment of the supplying farms and post-harvest chain. The questions cover land condition, harvest availability and whether drying or storage problems are affecting saleable lots.

This distinction changes the investment brief. A tree-planting proposal cannot be assumed to fix drying problems. Better storage cannot restore eroded land. The team must establish which problem exists before selecting the response.

CCC’s guide to finding nature-based solutions in your supply chain explains where to look. Here, the next task is to turn a broad concern into a testable proposal.

2. Develop nature-based carbon investments around the actual supply chain

The assessment would trace Moonbucks’ purchases back through the exporter and supplying producer groups. Which farms supply the contracted lots? Who controls land-management decisions? How long does the buyer expect to maintain the purchasing relationship?

Furthermore, Jimma natural Grade 4 cannot be treated as interchangeable with every Ethiopian coffee. Moonbucks would need to test any substitute against its own blend and quality requirements.

Suppose Moonbucks’ assessment identifies an opportunity to maintain shade trees and restore vegetation along exposed streambanks. The IPCC describes agroforestry as a way to store carbon in vegetation and soil, with potential benefits for erosion control and water quality.1 Moonbucks would need local advice on species, growing conditions and maintenance before deciding how these measures fit its sourcing plan.

The proposal now has a defined sourcing connection and a candidate intervention. The next steps are to test its effect on production, assess carbon eligibility and build the financial case.

3. Compare the proposal with other ways to protect supply

WBCSD’s Nature-based Solutions Blueprint recommends comparing nature-based options with other responses across their benefits and costs.2 For Moonbucks, that means evaluating the landscape proposal alongside drying improvements, storage controls and alternative sourcing arrangements.

The product’s natural-process designation matters. Moonbucks should examine the drying and dry-milling chain alongside land conditions. Its team would check storage practices, contamination risks and incoming-lot quality to see whether problems arise before or after the coffee leaves the farms.

The revised proposal might combine land stewardship with separate post-harvest controls. Each component needs its own purpose and budget. A sustainability label should not obscure which activity is expected to solve which problem.

The project develops as the evidence improves. Its scope should follow the diagnosis rather than preserve the first idea unchanged.

4. Establish what the carbon outcome could count toward

Moonbucks’ sustainability team now tests the proposed carbon case separately from the sourcing case. Is the objective a measurable change in Moonbucks’ value-chain emissions, verified credits for separate voluntary use, or distinct outcomes under carefully defined arrangements?

Scope 3 covers value-chain emissions. A purchasing relationship alone does not prove that a farm intervention can be included in Moonbucks’ inventory. The team needs an applicable accounting method, defensible boundaries and evidence supporting attribution.

SBTi’s FLAG Guidance (forest, land and agriculture), version 1.2, says purchased credits used as offsets cannot meet near-term FLAG or energy and industry targets. Eligible land-based removals are subject to accounting requirements.3 Moonbucks needs to test its proposal against those rules before including an outcome in its targets.

For Moonbucks’ Jimma proposal, maintaining existing trees and establishing new vegetation could involve different carbon questions. Specialists must examine the baseline and additionality, meaning what changes because the project proceeds. They must also assess measurement and the risk that stored carbon is lost. CCC’s MRV and additionality article introduces those tests.

Until that work is complete, Moonbucks should not budget an assumed Scope 3 reduction or credit-sale receipt. Direct emissions reductions remain the priority.

5. Build a financial case that survives weaker assumptions

Moonbucks’ finance team would now build a multi-year budget. UNEP’s State of Finance for Nature 2023 compares current finance with the investment needed to meet climate, biodiversity and land-restoration goals.4 The company would cost its proposed activities, farmer participation and ongoing monitoring. Verification, where required, is a separate expense. Maintenance and responsibility for replacing failed plantings must remain visible after the initial establishment budget ends.

Operational benefits need equally careful treatment. If fewer rejected lots reduce emergency purchasing, count that saving once. Do not add “supply resilience” as another financial benefit when it represents the same avoided cost.

Moonbucks should compare a base case with slower benefits, higher implementation costs and no carbon revenue. It should also distinguish production outcomes from quality and shipment outcomes. A single good harvest would not prove that the landscape intervention caused better delivery performance.

A project can remain worth funding even when its carbon case needs more work. That decision must rest on the operational evidence and the company’s objectives, without unsupported environmental claims.

6. Fund a pilot with a clear expansion decision

Moonbucks’ first approval would fund a bounded pilot, rather than commit the entire sourcing program. Before spending, Moonbucks would agree on participating farms, responsibilities and the evidence needed at review.

Its scorecard could track farmer participation, implementation costs and plant survival, alongside accepted coffee volumes and lot-quality results. Carbon measurements would follow the selected method. Farm-level traceability must connect the intervention to the actual sourcing relationship.

Suppose Moonbucks’ review later finds that storage changes explain most quality improvements, while the land measures need longer observation. Those findings would shape the next decision: expand the proven component, adjust the landscape work or pause further spending. They would not justify crediting all improvements to tree planting.

This gives nature-based carbon investments a practical place in a multi-year strategy. Funding increases as the evidence supports it, and the project can change direction before a larger commitment.

Discuss a sourcing opportunity with CCC

Carbon Credit Capital’s nature-based supply-chain investment service uses its Dual-Value Model to examine supply-chain economics alongside potential sustainability outcomes.

Schedule a consultation to discuss your sourcing exposure and the questions to resolve before allocating capital.

Sources

  1. Intergovernmental Panel on Climate Change (IPCC), Climate Change 2022: Mitigation of Climate Change, Chapter 7, Agriculture, Forestry and Other Land Uses, section 7.4.3.3 (Agroforestry).
  2. World Business Council for Sustainable Development (WBCSD), Nature-based Solutions Blueprint, 5 June 2024.
  3. Science Based Targets initiative (SBTi), Forest, Land and Agriculture Science-Based Target-Setting Guidance, version 1.2, March 2026, section 3.1.4, pp. 37–38.
  4. United Nations Environment Programme (UNEP), State of Finance for Nature 2023, 2023.
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How to buy plastic credits, and what to check before you do

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A plastic credit funds the collection of plastic waste in places where no formal system exists to collect it. Each credit represents a measured, independently audited quantity of plastic taken out of the environment or returned to use, tracked on a public registry.

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