Artificial intelligence (AI) is changing many industries. NVIDIA, the company that designs the chips and systems that power large AI models and data centers, leads in AI technology and hardware.
The big tech company made headlines with major news about its AI investments and partnerships with Nebius and Palantir Technologies. These moves have implications for environmental sustainability, energy use, and greenhouse gas emissions.
NVIDIA’s $2B Nebius Investment Fuels AI Cloud Expansion
NVIDIA announced it will invest $2 billion in Nebius, a cloud infrastructure company. This investment aims to support AI cloud expansion and data center capacity.
NVIDIA will take an 8.3% stake in Nebius through this investment. The cloud provider plans to build AI data centers with more than 5 gigawatts of capacity by 2030. This capacity is roughly enough power for over 4 million U.S. homes.
The partnership includes early access to NVIDIA’s compute hardware and software. The companies will work together on large‑scale AI computing clusters. Nebius also received approval to build a 1.2 gigawatt data center campus in Missouri, U.S.
Nvidia (NVDA) stock saw a modest increase, while Nebius Group (NBIS) shares soared over 16% following the announcement of the investment. The deal drove significant investor confidence in Nebius.


What This Means for Energy and Emissions
AI data centers use a lot of electricity. They power powerful chips and run complex models. Building larger infrastructure without considering energy efficiency can raise carbon emissions.
But NVIDIA’s hardware and software often aim to improve performance per watt. Improved efficiency means less energy per unit of computation. Better energy use can reduce running costs and overall emissions at scale.
At CES 2026, NVIDIA unveiled its Rubin architecture for data center GPUs, claiming 40% higher energy efficiency per watt over the prior generation. Unlike single chips, Rubin unites six specialized chips into a rack-level system, slashing power for massive AI workloads while boosting speed. This advances NVIDIA’s “Green AI” for sustainable data centers.

Still, expanding data center capacity will add to total energy demand. For this reason, it is important that such expansions use low‑carbon electricity sources such as wind, solar, and hydropower.
Operational AI with Palantir: Smarter Workflows, Lower Emissions
NVIDIA and Palantir Technologies announced a collaboration to build an integrated operational AI technology stack. This stack combines the chipmaker’s accelerated computing and AI software with Palantir’s data intelligence platform.
Justin Boitano, vice president, Enterprise AI Platforms, NVIDIA, said:
“AI is redefining the infrastructure stack — demanding, latency-sensitive and data-sovereign environments require a full-stack architecture — built from silicon to systems to software. By combining Palantir’s sovereign AI OS reference architecture with NVIDIA AI infrastructure, industries and nations can turn data into intelligence with speed, efficiency, and trust.”
NVIDIA CEO Jensen Huang also noted that ‘Palantir and NVIDIA share a vision: to put AI into action, turning enterprise data into decision intelligence.’ The partnership was highlighted at NVIDIA’s GTC Washington, D.C. event.
This technology helps businesses and governments use AI to manage data and decision intelligence. It allows complex data from supply chains, logistics, and operations to feed into AI systems, which can make real‑time decisions and improve efficiency.
For example, systems built on this stack can automate workflows, optimize routes, and predict supply needs. Logistics and supply processes often involve fuel use and emissions. AI tools that help optimize these processes can help companies reduce waste and energy use.
This partnership also includes integration of NVIDIA’s AI models and tools into the Palantir platform. The combined stack supports automation and digital decision making for complex operations.
AI’s Role in Net‑Zero and Emission Reductions
AI technology has potential benefits for climate and environmental goals. AI can help sectors in many ways, such as:
- Energy systems planning: AI can optimize grid load, match supply and demand, and reduce waste.
- Industrial operations: AI can monitor and adjust machinery to cut fuel use and emissions.
- Transportation and logistics: AI routing tools can lower fuel consumption and emissions.
- Building efficiency: Smart systems can reduce energy use in heating or cooling.
These applications show that AI can support net‑zero goals across industries.
In particular, using operational AI to improve logistics and supply chains can help companies reduce emissions. AI tools can analyze traffic, weather, and delivery patterns in real time. They can recommend routes that use less fuel and avoid delays. AI can also reduce idle time for trucks, ships, and warehouse equipment.
Logistics is a major source of emissions. According to the International Energy Agency, transport accounted for about 23% of global energy-related CO₂ emissions in recent years. Freight transport alone produces roughly 40% of transport emissions.

AI optimization can lower these emissions. Research from the World Economic Forum shows that digital technologies such as AI, data platforms, and automation could cut logistics emissions by up to 10–15% by 2030. These tools improve route planning, fleet efficiency, and cargo utilization.
Industry studies show similar results. McKinsey & Company estimates that AI-based route optimization can reduce fuel use in logistics fleets by about 5–10%. Even small gains can matter at scale. For example, a large delivery fleet that burns 100 million liters of fuel per year could save 5–10 million liters annually using smarter routing systems.

These estimates help explain why companies are investing in operational AI platforms. When applied across supply chains, AI can help businesses lower fuel use, reduce emissions, and improve efficiency at the same time.
NVIDIA’s technology, including high‑performance GPUs, optimized software, and AI models, can be part of these solutions. By improving performance per watt and enabling energy‑aware workflows, the tech giant contributes to both the growth of AI and the efficiency of systems that use it.
AI for Efficiency and Sustainability
Artificial intelligence has a dual climate role:
- AI systems can be energy‑intensive and add to electricity demand.
- AI tools can also help optimize energy use in other sectors.
AI computing infrastructure continues to expand. More powerful chips and larger data centers mean higher energy use. Research shows that data center energy demand could nearly double by 2030 due to AI workloads alone. AI servers and cooling systems are energy‑intensive, and they also use significant water resources.

However, efficiency improvements and smarter energy use can reduce emissions. New hardware designs, better cooling technologies, and renewable power integration can lower the environmental footprint of AI computing.
Major cloud providers and AI infrastructure firms, including NVIDIA partners, are investing in energy‑efficient systems. This includes technologies that cut power demand and reduce heat waste.
NVIDIA’s push for next‑generation hardware, such as chips designed to improve energy efficiency per computation, helps support these goals. GPUs and AI accelerators that do more work with less energy can have a positive impact on total energy use over time.
Conclusion: Balancing Growth and Sustainability
NVIDIA’s recent news shows the company’s strategy at the center of AI growth. Its $2 billion investment in Nebius will help expand AI cloud infrastructure. The collaboration with Palantir aims to bring AI tools into complex enterprise operations.
At the same time, AI infrastructure carries environmental challenges. Data centers and high‑performance computing need vast energy. But the deployment of more efficient hardware, smarter software, and renewable energy integration can reduce this impact.
NVIDIA’s technologies, when used to improve energy use and emissions management, can help companies work toward net‑zero targets. As AI continues to grow, balancing innovation with sustainability will remain essential.
The post Nvidia’s $2B Bet in AI: Powering Innovation with Nebius and Palantir While Tackling Energy Impact appeared first on Carbon Credits.
Carbon Footprint
SBTi Net-Zero Standard V2: What the Revision Means for Every Business
Key takeaways
- SBTi is the default reference point for corporate climate action: 51% of Fortune Global 500 companies now hold net-zero targets, up from 8% in 2020, and over 11,000 organizations worldwide have SBTi-validated targets.
- Net Zero Standard V2 redefines climate leadership as reducing emissions and mitigating ongoing emissions, not reduction alone.
- The new standard adds flexibility through five-year cycles, a “best efforts” standard, and an Asset Transition Method for companies whose path to net-zero doesn’t fit a straight-line trajectory.
- Voluntary carbon credits are formally recognized for the first time, with reduction and removal credits accepted from 2027, and removals required from 2035.
- Companies with 2030 targets keep using V1 for their current cycle and move to V2 in 2028; companies without targets can start using V2 on February 1, 2027.
Why every business needs to understand the SBTi Net-Zero Standard revision
The Science Based Targets initiative (SBTi) has become the default reference point for credible corporate climate action. Net-zero targets are now held by 51% of Fortune Global 500 (FG500) companies, up dramatically from just 8% in 2020, and more than 11,000 organizations worldwide have set SBTi-validated targets.
However, SBTi’s influence extends well beyond the companies formally participating in the program. Every business in the value chain of an SBTi participant will have to reduce its own carbon emissions, and businesses that aren’t SBTi participants themselves still look to the program for guidance on climate action.
In short, SBTi gives every business a credible blueprint for climate action, and companies that follow its principles can pursue climate action with confidence, whether or not they’re formally part of the program.
How will the Net Zero Standard revision affect business climate action?
SBTi participation is expected to grow. Despite strong target-setting participation among the F500, only 17% of companies use the SBTi Net Zero Standard V1 beyond target setting, largely because its rules have been seen as too rigid to apply in practice. Much of the Net Zero Standard revision has focused on creating more flexibility to enable higher participation. Medium and small businesses will also increasingly feel pressure for climate action, since SBTi mandates that its participants reduce carbon emissions across their value chains.
Net Zero Standard V2 also redefines climate leadership: leading climate action now means reducing emissions and mitigating ongoing emissions. Reducing your own emissions while ignoring the emissions you continue to release along the way is no longer considered leadership. Supporting voluntary carbon projects with high-integrity carbon credits is now backed by the leading authority on corporate climate action.
What lessons shaped the Net Zero Standard V2 revision?
The revision reflects a few learnings about what actually drives climate progress, and how SBTi built those lessons into the new standard.
| Net Zero Standard V1 Learnings | Net Zero Standard V2 Implementation |
|---|---|
| Making real short-term progress is more important and more difficult than making big long-term promises | Focus on short-term climate progress |
| Every company has a different path to net zero that doesn’t always fit generalized net-zero rules | Create asset transition plans based on each company’s unique asset lifecycles and capital planning |
| We need to mitigate our ongoing emissions to keep global carbon emissions in check | Reduce global carbon emissions by financing voluntary carbon projects with high-integrity carbon credits |
What are the key changes between the old and new Net Zero Standard?
Both versions of the standard are grounded in net-zero by 2050. However, the old standard treated climate leadership as simply reducing emissions, expected a long-term commitment to net zero, based emission reduction targets on generalized net-zero goals, revoked status from companies that fell behind on targets, and ignored voluntary carbon projects entirely.
The new standard treats climate leadership as reducing emissions and mitigating ongoing emissions. It shifts the focus to short-term progress through five-year cycles, and it bases emission reduction targets on both the net-zero goal and a company’s own asset decarbonization plan. A new Asset Transition Method lets companies set decarbonization targets through asset plans with committed, verifiable steps; an ambitious but achievable path based on a company’s starting point, financial resources, and technology, with multiple pathways to reflect the unique opportunities and constraints of different industries and companies.
Crucially, the new standard moves to a “best efforts” basis that creates real flexibility on progress against targets. Businesses that miss their targets can keep their status if they’ve used “every lever” within their control, and minimum progress rules will be set out in the SBTi Assurance Manual.
Finally, the new standard formally uses voluntary carbon projects to mitigate ongoing emissions. From 2027 through 2034, this mitigation is recognized, and both carbon reduction and removal credits are accepted. From 2035 forward, mitigation with carbon removal credits becomes required, with durability matching between the removal and the emission it offsets.
| Old Net Zero Standard | New Net Zero Standard |
|---|---|
| Grounded in net-zero by 2050 | Grounded in net-zero by 2050 |
| Climate leadership is reducing emissions | Climate leadership is reducing emissions and mitigating ongoing emissions |
| Make a long-term commitment to net-zero | Focus on short-term progress in 5-year cycles |
| Emission reduction targets are based on net-zero goal |
|
| Businesses who fall behind targets lose status |
|
| Ignores voluntary carbon projects |
|
When does the new Net Zero Standard take effect?
Companies with existing 2030 targets should continue using the old Net Zero Standard for their current cycle, and start using the new Net Zero Standard in 2028 to set targets for the next cycle (2030–2035).
Companies that don’t yet have targets can use the new Net Zero Standard starting February 1, 2027.
What are SBTi’s Category A and Category B companies?
The new Net Zero Standard splits companies into two categories, with different requirements attached to each.
Category A covers large companies from all countries and medium-sized companies from high-income countries. A company from any country qualifies if it meets at least one of: net turnover of €450 million or more, or 1,000 or more full-time employees. A company from a high-income country qualifies if its Scope 1 and 2 emissions are 10,000 tCO2e or more, or if it meets at least two of: balance sheet of €25 million or more, net turnover of €50 million or more, or 250 or more full-time employees.
Category B covers small companies from all countries and medium-sized companies from lower-income countries.
How do Scope 1 targets work under Net Zero Standard V2?
Scope 1 targets aim to transition companies to net-zero direct emissions by 2050 or sooner, and companies can choose from three approaches.
- Absolute emissions reduction follows a straight-line emissions trajectory from the target base year to the net-zero year.
- Emissions intensity reduction lets companies follow sector-specific pathways designed to reflect the reduction opportunities available in sectors like steel, cement, or chemicals.
- Asset transition is designed for companies whose capital stock turnover doesn’t follow a linear or sector pathway. These companies design a transition plan to operate existing assets efficiently and replace them with low-carbon assets, using predetermined milestones.
How do Scope 2 targets work under Net Zero Standard V2?
Scope 2 targets address emissions from purchased electricity through three pathways:
- Reducing electricity consumption,
- Reducing grid consumption by installing onsite or direct-line offsite clean energy generation, and
- Cleaning up the regional grid using market-based tools like PPAs, RECs, and GOs that drive clean energy development.
V2 introduces a dual Scope 2 framework requiring two separate targets, with an overall goal of 100% low-carbon electricity by 2040.
The location-based target addresses the carbon intensity of a company’s physical power use, and requires companies to show that their grid consumption is falling and/or that their physical grid use is getting cleaner; in other words, that their market-based solutions are actually making the grid cleaner.
The market-based (or zero-carbon electricity) target tracks a company’s use of low-carbon power generation contracts and Energy Attribute Certificates. It requires geographical matching of these certificates with electricity consumption based on deliverability regions (grid regions); annual matching is allowed, though hourly matching is encouraged. Category A companies with large electricity loads must report the percentage of their Scope 2 electricity consumption matched with low-carbon attributes on an hourly basis, and there’s an optional recognition framework for companies that meet hourly matching thresholds.
How do Scope 3 targets work under Net Zero Standard V2?
Scope 3 targets share the same 2050-or-sooner net-zero goal, but companies set near-term targets only for material emissions sources in their value chain and areas where they have real influence. Long-term Scope 3 targets are generally not required.
Limited, justified exclusions are allowed for near-term targets, including categories that individually account for less than 5% of total Scope 3 emissions, and activities where a company lacks practical influence, like leased assets it doesn’t operationally control, or the processing of sold products. Optional exclusions are also available in specific categories.
Companies can choose from three approaches to near-term Scope 3 targets:
- An overarching emissions reduction target, which follows a linear contraction of emissions from the base year to residual emissions of 10% or less by 2050 or sooner;
- An overarching supplier/customer alignment target, benchmarked against a growing share of tier 1 suppliers and customers reaching net-zero by 2050 or sooner; or
- A category- or activity-specific target, tailored for companies with concentrated emissions in particular Scope 3 categories or high-emitting activities.
What is “ongoing emissions mitigation” under the new SBTi standard?
This is one of the most significant additions in Net Zero Standard V2. Accelerated climate contributions are needed to help the world achieve climate objectives, limit temperature overshoot, mitigate transition risks, and support the scale-up of climate solutions, and V2 formally recognizes that. Ongoing emissions mitigation runs as a parallel track to companies also reducing their own emissions.
The framework is initially voluntary, with recognition available at three contribution levels to encourage early action.
- Engaged companies address more than 1% of total Scope 1, 2, and 3 emissions.
- Advanced companies address more than 10% of total Scope 1, 2, and 3 emissions, including 100% of Scope 1 and 2 emissions.
- Leadership companies address 100% of total Scope 1, 2, and 3 emissions with a contribution budget of $80/tCO2e.
Carbon credits used for this purpose have to meet certain quality standards. They must be ex-post (issued after the mitigation has actually occurred), independently third-party-assured, emissions reductions or removals, measured in tCO2e, that occur within five years prior to the reporting year. They must be sourced from outside the company’s own value chain. Further minimum criteria will be set to align with high-integrity frameworks, with additional details on the recognition program expected in the second half of 2026.
Starting in 2035, carbon removals become mandatory for Category A companies. From that point, the carbon removal coverage requirement rises linearly from 1% of Scope 1–3 emissions to 100% by a company’s net-zero year. Within that, 10% of long-lived GHG emissions must specifically be covered by durable removals, also rising linearly to 100% by the net-zero year.
How must companies neutralize residual emissions?
At a company’s net-zero target year and thereafter, it must reduce its Scope 1, 2, and 3 emissions to zero or to residual levels, and neutralize all residual emissions using eligible carbon removals. Those removals have to meet two conditions: they must occur within the same reporting period as the residual emissions they’re neutralizing, and long-lived GHGs must be neutralized with long-lived removals, matching the durability of the removal to the atmospheric lifetime of the emission being addressed.
What is the SBTi implementation hierarchy?
Net Zero Standard V2 also lays out how companies should prioritize their actions for credible target delivery, in three tiers.
- Direct actions, at the activity level, are actions that reduce emissions at the source within a company’s own operations and value chain; things like efficiency improvements, fuel switching, and engaging suppliers and customers to reduce their emissions.
- Actions within shared systems, or activity pools that reduce the emissions of shared systems like electricity or gas grids. This includes market instruments that convey low-carbon attributes, such as PPAs, RECs, and GOs, all of which must meet minimum integrity criteria that SBTi will elaborate on in future guidance.
- Sector-level actions relate to the same type of activity occurring in a relevant geography or system, in a way that meaningfully reduces the emissions a company is responsible for.
How Terrapass helps businesses meet the new SBTi standard
As the rules around carbon credits become more rigorous, the quality of the credits behind them matters more than ever. Terrapass has expanded our global network of carbon projects: more project types, locations, prices, ICVCM CCPs, and UN SDGs, spanning super-pollutant destruction, nature-based solutions, and durable removals. We offer Green-e® Climate Certification and we only source from third-party-verified projects on ICVCM-Eligible registries.
We also help clients with impact beyond carbon: EACs, RECs, and GOs including Green-e® Certified credits that support leading renewable energy projects; water credits that support water restoration projects; and custom environmental product needs like RNG and SAF. Wherever your organization is on its sustainability journey, we help clients around the world address climate risk, advance their environmental and social goals, and get the most out of their sustainability budgets.
FAQ: SBTi Net-Zero Standard revision
What is the SBTi Net-Zero Standard?
It’s the framework the Science Based Targets initiative publishes for companies that want validated, credible net-zero targets tied to limiting global warming.
What is changing in the SBTi Net Zero Standard V2 revision?
The biggest changes are more flexibility (five-year cycles and a “best efforts” standard), a new Asset Transition Method for companies whose emissions don’t follow a straight-line path, and formal recognition of voluntary carbon credits for mitigating ongoing emissions.
When do companies need to switch to the new SBTi standard?
If your company already has 2030 targets, you keep using V1 for your current cycle and move to V2 in 2028. If you don’t have targets yet, you can start using V2 as of February 1, 2027.
Can companies use carbon credits to meet SBTi targets?
They can. Under V2, high-integrity carbon reduction and removal credits count toward mitigating ongoing emissions from 2027 through 2034. Starting in 2035, only removal credits count, and they need to be durability-matched to the emissions they offset.
What’s the difference between Category A and Category B companies under SBTi?
Category A is large companies everywhere plus medium-sized companies in high-income countries, based on thresholds like revenue, headcount, or emissions. Category B is small companies everywhere and medium-sized companies in lower-income countries.
What happens if a company misses its SBTi target?
Under the old standard, falling behind could cost a company its SBTi status. Under V2’s “best efforts” approach, a company can hold onto its status as long as it’s used every lever within its control, with minimum progress rules coming in the SBTi Assurance Manual.
Sources: This post is based on Terrapass’s internal analysis of the SBTi Corporate Net-Zero Standard V2.0. Facts and figures were checked against SBTi’s official V2.0 announcement, SBTi’s Corporate Net-Zero Standard V2.0 — Chapter 6: Ongoing Emissions Responsibility, Trellis’s coverage of the standard, Trellis’s reporting on Ongoing Emissions Recognition costs, Sylvera’s analysis of what comes next, Anthesis Group’s Fortune 500 net-zero commitments research, and Climate Impact Partners’ seventh annual FG500 analysis, as reported by CarbonUnits.com.
The post SBTi Net-Zero Standard V2: What the Revision Means for Every Business appeared first on Terrapass.
Carbon Footprint
How to improve Scope 3 data accuracy for CSRD
For most businesses, the emissions that matter most sit outside their own walls. Scope 3 emissions, everything generated across your value chain, from the suppliers who make your inputs to the customers who use your products, typically make up the majority of a company’s total carbon footprint. Under the Corporate Sustainability Reporting Directive (CSRD), those value-chain emissions now have to be measured and disclosed with a rigour that spend-based estimates alone struggle to satisfy. This guide sets out how to improve Scope 3 data accuracy for CSRD: the calculation methods open to you, how to move from estimates to verified supplier data, and how to govern that data so it holds up to audit.
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Carbon Footprint
How community stewardship makes carbon credits durable
A carbon credit is a commitment that extends well into the future. The tonne of CO₂ compensated for today from a nature-based carbon project must remain out of the atmosphere for good, which means the forest behind the credit has to remain standing long after the transaction is complete. For any buyer, this raises a defining question: What ensures that the forest endures?
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