The rapid global rollout of artificial intelligence (AI) data centers is set to add new pressure to the already strained copper market. A recent BloombergNEF (BNEF) report warns that:
- Copper supply gap could swell to 6 million tonnes by 2035 if demand keeps rising at this pace.
- Copper demand from AI-powered facilities will average about 400,000 tonnes a year over the next decade, peaking at 572,000 tonnes in 2028.
- By 2035, the cumulative copper locked into data centers could surpass 4.3 million tonnes.
Furthermore, this rise comes as other copper-hungry industries, like power transmission and wind energy, are also using more of the metal. BNEF expects their copper demand to almost double by 2035. Together, they are putting heavy pressure on a market already held back by years of low investment in new mines.
Why AI Data Centers Are So Copper-Intensive?
Copper may account for up to 6% of a data center’s capital costs, but its role is essential. The metal’s unmatched electrical conductivity ensures efficient power transmission, while its high thermal conductivity supports heat exchangers vital for cooling AI-intensive servers. That’s why cables, busbars, power distribution strips, connectors, transformers, and cooling systems all rely heavily on copper.
Its ductility and malleability also allow it to be shaped into compact connectors and other components critical to space-optimized server rooms. From high-capacity cabling to switchgear and transformers, copper is woven into every layer of a data center’s infrastructure.

Mining giant BHP predicts:
- Copper demand will rise 72% by 2050 — driven largely by AI infrastructure and the clean energy transition.
- By 2050, it could hit 3 million tonnes per year. That would lift the sector’s share of total global copper consumption from about 1% today to as much as 7% by mid-century.
Case studies illustrate the scale: Microsoft’s $500 million Chicago data center, completed in 2009, used about 2,177 tonnes of copper — roughly 27 tonnes per megawatt of power capacity. With AI-ready racks increasing power needs, the copper footprint per site is growing.

Growth Projections Paint a Steep Climb
Similarly, a Macquarie analysis estimates that by 2030, data centers could consume between 330,000 and 420,000 tonnes of copper annually, with a midpoint of 375,000 tonnes. This projection factors in recent mega-project announcements from Microsoft, Meta, and the $500 billion Stargate Project to build OpenAI infrastructure in the U.S.
It also accounts for a forecast jump in required data center power capacity from 77 gigawatts in 2023 to 334 GW in 2030.
- Goldman Sachs says AI will drive a 165% increase in data center power demand by 2030.
- This means this massive leap will require extensive copper use for both on-site systems and the wider electrical grid.

The Grid Connection Factor
Moving on comes the grid connection factor. As Colin Hamilton of BMO Capital Markets notes, the copper demand story isn’t just about what’s inside the data center. He says, “Data centers themselves are becoming incrementally less copper-intensive, but getting the electricity to them, that is copper-intensive.”
That means transmission lines, substations, and grid upgrades, all of which use large volumes of copper. In the era of AI, hyperscale campuses will need multiple redundant grid connections to ensure an uninterrupted power supply, further boosting copper demand.
Additionally, the scale of investment is staggering. North American data center infrastructure spending is expected to rise from $33 billion in 2020 to $70 billion by 2030 and $185 billion by 2040. Each new AI-ready site locks in thousands of tonnes of copper for decades.
What’s Driving the Copper Market Now?
On August 1, the U.S. imposed a 50% tariff on copper imports to boost domestic production. This policy could benefit major U.S.-based miners like Freeport-McMoRan and Rio Tinto, but some industry players warn it could cause short-term disruptions. The news hit just as Goldman Sachs lowered its 2025 copper price forecast on weaker Chinese demand.
However, following the BNEF report on future shortages, copper stocks like Freeport-McMoRan and the Global X Copper Miners ETF fell as investors weighed the combined effect of tariffs and market forecasts.
Analysts still expect a long-term crunch, projecting a 6 million-tonne shortfall by 2035 as AI data centers and clean energy projects drive demand higher.
Copper Price Volatility and Shocks
Copper prices plunged more than 20% after the tariff announcement, partly due to speculative trading, arbitrage, and stockpiling. In short, the “tariff trade” quickly unraveled in the U.S. market.
BNEF believes this is temporary, forecasting a price peak of $13,500 per tonne in 2028 as demand outpaces supply. By 2035, global output could reach just 29 million tonnes, well below the 35 million tonnes needed.
J.P. Morgan takes a cautious view, predicting prices could dip toward $9,100 per tonne in Q3 before recovering slightly to around $9,350 in Q4.

AI Turns Copper into a Bottleneck
AI-ready data centers are changing the copper demand story. Unlike electric vehicles, which add demand gradually, these facilities need massive amounts of copper all at once — from utility-scale wiring and high-voltage tie-ins to dense cabling inside the building.
With mine development taking more than a decade, the AI-driven copper crunch could arrive sooner than expected. For miners, utilities, and tech giants, this collision of digital expansion and material scarcity is set to be one of the biggest industrial challenges of the next 20 years.
The post Data Centers’ Copper Hunger: How AI is Driving a Looming Supply Crunch? appeared first on Carbon Credits.
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Most businesses that decide to act on their net-zero targets reach the same point of friction. Buying carbon credits has meant tracking down brokers, sitting through sales calls, and requesting a quote just to learn a price, sometimes with limited proof of what you are buying.
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Climate-Linked Supply Chain Risk Is Already in Your P&L
The earnings calls that quietly reframed climate from sustainability question to operating risk.
Three earnings calls in the last 18 months tell the story without any help from a press release.
Hershey, May 2024: cocoa price exposure compresses margin, and the company attributes part of the cost shock to West African weather. Olam, July 2024: coffee climate exposure quantified in the annual report. JBS, January 2025: supply chain climate disclosures expanded materially in response to investor pressure and regulatory expectation. None of these companies issued the announcement as climate news. They issued it as financial news. The climate-linked supply chain risk did not arrive with a sustainability framing; it arrived as a P&L line.
You are probably reading this article because you suspect the same thing is happening to your business. This piece walks through what is showing up on which earnings calls, how procurement and finance leaders are quantifying the exposure, and what serious corporates are doing about it before the regulator asks.
Where climate risk has already appeared in earnings
The pattern is consistent across resource-intensive sectors. A weather event compresses supply, the price spikes, the cost flows through the income statement, and the analyst on the call asks whether the event is anomalous or structural. Increasingly, the honest answer is the second one.
Cocoa is the cleanest example. The 2023 to 2024 West African harvest fell sharply on the back of erratic rainfall and disease. Cocoa futures more than tripled. Companies with concentrated West African sourcing absorbed the cost; companies with diversified sourcing absorbed less. The exposure was not climate as ESG topic. It was climate as cost of goods.
Coffee follows the same pattern. Brazilian and Vietnamese harvests have moved on weather more sharply across the last several seasons. Roasters with long-tenor supplier relationships and origin diversification have managed the volatility; roasters with spot-market exposure have not. Wheat, sugar, palm oil, beef: the same dynamic in different commodities, a pattern the IPCC AR6 Working Group II report projects will intensify across agricultural systems through mid-century.
What this means: climate risk is no longer a footnote in the 10-K. It is a line item the CFO has to explain on the call.
The three commodity exposures that hit margin first
For most companies with material Scope 3 exposure, three exposures dominate the near-term P&L risk.
- Concentrated single-origin sourcing in a climate-vulnerable region. If your tier-one supply for any material commodity sits in one geography, you have a concentration risk that climate amplifies. Diversification across origins is the obvious hedge, but it takes years to build and requires relationships you cannot acquire by tender.
- Supplier financial fragility under climate stress. Smallholder farmers, who supply a large share of the global cocoa, coffee, and palm oil market, do not carry the balance sheets to absorb yield shocks. When yields collapse, they exit. When they exit, your supply base shrinks, and the surviving suppliers raise prices. The risk is structural, not cyclical.
- Logistics and storage exposure to extreme weather. Hurricane disruptions to Gulf shipping, drought-driven Panama Canal restrictions, flooding in European inland waterways: each of these has moved input costs in the last three years, a pattern documented in Munich Re’s natural catastrophe data. The exposure shows up as a one-quarter event in the financial press but accumulates over time on the cost line.
TCFD and ISSB disclosure changes
The disclosure architecture has now caught up with the risk. The Task Force on Climate-related Financial Disclosures, whose recommendations are now embedded in the ISSB’s IFRS S2 climate standard, requires companies to disclose climate-related risks across physical and transition categories, with quantification where possible.
For physical risk specifically (the climate-linked supply chain risk you are reading about), the disclosure must address both acute exposures (extreme weather events) and chronic exposures (gradual changes in temperature, precipitation, and growing seasons). The disclosure must address the time horizon over which the risk is material, the parts of the value chain exposed, and the financial impact under different scenarios.
The CSRD imposes similar requirements under European law, with double materiality (both financial and impact materiality) embedded in the assessment. The practical effect: your auditors and your investor relations team now need a defensible answer to the climate-linked supply chain risk question, and the answer needs to be quantified.
What procurement and finance can do now
Three actions matter near-term.
Map your exposure. Most companies do not have a clear view of which tier-one and tier-two suppliers sit in which climate-vulnerable geographies. Without the map, you cannot quantify the risk, and without the quantification, you cannot disclose it credibly. The map is the foundation, and World Resources Institute climate risk research provides useful public tooling to start.
Diversify and deepen, in that order. Diversification across origins reduces concentration risk, but the deeper move is to invest in the resilience of the suppliers you already have. Regenerative practices, agroforestry, soil health interventions: these reduce yield volatility under climate stress and protect your input cost trajectory.
Embed the climate spend inside procurement, not outside it. Treating climate risk as a sustainability cost line subordinates it to the ESG budget. Treating it as a procurement and resilience investment puts it in the budget that matters, which is the cost-of-goods budget that the CFO defends quarterly.
Nature-based supply chain investments are the asset class designed for exactly this purpose. They sit inside the value chain, they reduce climate-linked supply risk, they generate verifiable Scope 3 reductions, and they produce the documentation an auditor and a regulator can both test.
If you are quantifying climate-linked supply chain risk in advance of the next earnings cycle or the next disclosure period, the carbon and sustainability experts at Carbon Credit Capital can help you map your exposure and structure a Dual-Value Model response that addresses reduction, resilience, and disclosure-readiness in a single program. Schedule a consultation.
Carbon Footprint
Where should an SME start with a carbon action plan?
More and more small and medium-sized businesses are hearing the same question from their larger customers: What is your carbon footprint? That question now travels down entire supply chains, and it arrives next to tender requirements, certification criteria, and rising customer expectations.
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