The AI boom has sent investors pouring into chipmakers, data centers, and power companies.

But there’s another group of businesses that could benefit from the billions being spent on AI infrastructure: mining companies.

Consider copper, which is needed for electrical wiring, power lines, cooling systems, and other infrastructure.

BHP, the world’s largest copper producer, expects copper demand from data centers to increase sixfold by 2050.

And copper is only part of the story.

Tech giants are also turning to nuclear power to meet their growing electricity needs, creating another potential source of uranium demand.

That could create some major opportunities for investors willing to look beyond the usual AI stocks.

Bear in mind, mining is a notoriously risky business. Plenty of companies never turn their deposits into profitable mines… and many investors lose money along the way.

So let’s look at what’s driving the opportunity, what separates the potential winners from the losers, and three stocks worth watching.

Why AI could fuel a mining boom

Copper is one of the most important materials in the modern economy. It’s used in everything from electrical wiring and power grids to electric vehicles, industrial equipment, and buildings.

And the rapid expansion of AI infrastructure is adding another major source of demand.

BHP estimates that data centers could consume roughly 3 million tonnes of copper annually by 2050, up from about 500,000 tonnes today.

To put that into perspective, that additional demand is roughly equivalent to the combined annual production of the world’s four largest copper mines.

And the mining industry is already struggling to expand production fast enough.

In its August 2026 outlook, BHP cited estimates that the world will need more than 2.5 million tonnes of additional, currently uncommitted copper mine supply by 2030 to keep the market balanced.

That’s a serious challenge. Finding a promising copper deposit is only the beginning. Mining companies then have to drill enough to determine how much metal is actually there, secure permits, raise capital, and build the infrastructure needed to extract it. The entire process can take a decade or longer.

Meanwhile, existing mines face their own challenges, including declining ore grades, rising costs, and eventually running out of economically recoverable copper.

So even when prices rise, producers can’t simply flip a switch and bring millions of tonnes of new supply online.

And we’re seeing a similar opportunity developing in uranium.

Nuclear power is becoming increasingly attractive to tech companies because it can deliver steady, around-the-clock electricity.

Microsoft, Google, and other tech giants have been signing long-term agreements tied to nuclear power plants, including plans to restart reactors that had previously shut down.

That could create a significant new source of demand for uranium, the fuel that powers nuclear reactors.

In fact, the World Nuclear Association expects global uranium requirements to more than double by 2040 under its reference scenario.

And just like copper, uranium production takes years to expand.

Old mines eventually run out of resources, and bringing new deposits into production requires substantial investment and regulatory approvals.

That’s the opportunity for investors.

If demand keeps growing faster than miners can bring new supply online, copper and uranium prices could stay elevated or move higher. And that could make companies with existing production, promising mineral deposits, or financial interests in those resources significantly more valuable.

Finding the winners in a risky industry

A rising commodity price doesn’t guarantee that every mining stock will perform well. That’s especially true for smaller companies that are still exploring for deposits.

Most exploration-stage miners generate little or no revenue. They rely on investors to fund drilling, permitting, and other expenses while trying to prove their projects are worth developing.

And when they run low on cash, they often raise more money by issuing new shares—a process called dilution.

For example, imagine you own 1% of a company. If it doubles its share count and you don’t buy additional shares, your ownership drops to 0.5%.

Even if the company makes progress, continued dilution can eat into your potential returns.

That’s why we pay close attention to a mining company’s balance sheet, asset quality, and management’s track record of successfully advancing projects.

Location matters, too. A promising deposit in an established mining region, with access to roads, power, and other infrastructure, is far easier and cheaper to develop than one in a remote location.

With those considerations in mind, here are three companies offering very different ways to benefit from growing demand for copper and uranium.

1. Coppernico (CPPMF): The discovery opportunity

Coppernico Metals (CPPMF) is a small copper-gold exploration company.

What makes this opportunity especially interesting is where its main project is located: Coppernico controls a land package covering roughly 57,000 hectares in a region associated with some of the world’s most valuable copper deposits. Its Sombrero project lies within the Andahuaylas-Yauri copper belt, a geological region that also hosts the massive Las Bambas mine. 

To understand why that’s significant, consider what happened with Las Bambas: In 2014, a consortium led by MMG agreed to acquire the project for $5.85 billion. At the time, Las Bambas was already an advanced development project with a substantial known copper resource.

Coppernico is much earlier in the process. It still needs to establish whether Sombrero contains a commercially viable deposit. But the Las Bambas transaction demonstrates how valuable a world-class copper discovery can become. And that’s the opportunity Coppernico is pursuing.

The company has identified multiple exploration targets across Sombrero, with geological characteristics that suggest the potential for significant copper-gold mineralization.

Now it’s gaining the ability to test more of those targets. In August, Peru approved a major expansion of Coppernico’s exploration permit, increasing the number of authorized drill holes from 49 to 300.

That allows the company to plan a much larger drilling program across several promising areas, although it still needs final authorization before beginning the next phase.

And in September, Coppernico signed an agreement for at least 5,000 meters of additional drilling.

That matters because drilling results ultimately determine whether a promising exploration story becomes a valuable mining asset. A major discovery could dramatically change how investors value the company, potentially attracting larger miners looking to secure future copper supplies.

Coppernico also already has some heavyweight investors, with Teck and Newmont holding equity stakes.

Of course, the risk is significant. Drilling could disappoint, development could take years, and the company may need to raise additional capital along the way.

But if Coppernico establishes a significant copper deposit, the potential upside could be enormous relative to its current size.

2. Uranium Energy (UEC): The producer opportunity

Uranium Energy (UEC) is building a major domestic uranium production business, with operations in Texas and Wyoming. And unlike many smaller mining companies, Uranium Energy has already begun producing uranium.

In its latest fiscal results, the company reported that fourth-quarter production increased 157% from the prior quarter as production expanded at its Christensen Ranch and Burke Hollow operations.

The company also has an unusually strong financial position. At the end of July, Uranium Energy reported $495 million in cash, $753 million in total liquid assets, and no debt.

That’s a major advantage in a cyclical industry. Companies with substantial cash reserves have more flexibility to continue advancing projects through difficult markets.

3. Uranium Royalty (UROY): The royalty opportunity

Uranium Royalty (UROY) uses a business model that’s fundamentally different from a traditional mining company. Instead of operating uranium mines itself, the company acquires royalty interests in mining projects.

Here’s how that works: A royalty company provides capital in exchange for payments tied to a project’s production or revenue. The mining operator handles the actual work of extracting the resource. That means the royalty owner generally avoids many of the expenses associated with building and running a mine.

Risks remain, of course. Royalty payments depend on each agreement’s terms and the success of the underlying projects.

But the model can provide exposure to the mining industry without directly taking on all the responsibilities of operating a mine.

Uranium Royalty has interests in projects operated by major uranium producers, including Cameco. It also owns physical uranium, giving the company another way to benefit from the commodity’s price movements.

In fact, during its fiscal first quarter, Uranium Royalty generated $51 million in revenue by selling uranium from its inventory.

The company also recently made a major move to expand its business beyond uranium. In July, it completed its acquisition of Sweetwater royalty assets and landholdings, adding cash-flowing soda ash royalties and a substantial land position in Wyoming.

The transaction made Uranium Royalty the largest public landowner in Wyoming, with roughly 850,000 acres of surface rights and 4.5 million acres of mineral rights.

For investors looking for a different way to participate in the uranium industry, it’s a compelling business model worth following.

The bottom line

The AI boom is creating enormous demand for computing power, electricity, and the infrastructure needed to deliver both. And that means growing demand for essential resources like copper and uranium.

But mining companies can’t expand supply overnight. It takes years to discover deposits, secure permits, and bring new mines into production. Meanwhile, existing mines face declining resources and rising development costs.

Over the long term, the growing demand for copper and uranium could create some tremendous investment opportunities. The key is identifying companies with the assets, management, and financial strength to turn that demand into shareholder returns.

For more opportunities developing across the commodities sector, check out Curzio Alpha.

MARKETING DISCLOSURE: Curzio Research receives compensation for marketing services from some companies. Compensation is not contingent upon any specific opinions or recommendations being issued. Click to read full disclosure: Coppernico Metals