Trane Technologies launched its new AI and cloud-based tool that seeks to help building owners and facility managers reduce energy consumption and hasten decarbonization efforts.
Trane Technologies is a global climate innovator that offers efficient and sustainable climate solutions to buildings, homes, and transportation. Its new offering, Trane Autonomous Control Powered by BrainBox AI, uses artificial intelligence to automatically identify and implement optimization actions.
Slashing Building’s Carbon Emissions
The new AI-powered tool is an HVAC optimization solution that connects to existing climate control systems. It sends real-time, optimized control commands that help lower energy use and minimize carbon emissions.
The new technology also features predictive weather data and occupancy trends, improving overall building performance and sustainability.
Buildings are a significant contributor to carbon emissions, representing 15% of global emissions while accounting for about 40% of global energy-related emissions. In the United States, they account for over 30% of all greenhouse gas emissions.
Not to mention that they’re one of the hardest emission sources to replace, simply due to their nature.
According to the Energy Information Administration (EIA), there are around 6 million buildings in the U.S., not including residential. In Canada, there are 500,000 buildings to take into account.
By contributing significantly to carbon pollution, buildings become a prime target for emission reductions, including Trane Technologies.
Donny Simmons at Trane Technologies emphasized the importance of their new offering, saying:
“… the demand for more sustainable building solutions grows each day. Leveraging innovative AI-enabled solutions is one of many ways we are helping customers dramatically reduce their carbon footprints, while meeting business goals and doing the right thing for the planet.”
The company said that it tested the Autonomous Control in multiple sites with a client in the U.S. The results show significant energy performance improvements and substantial CO2 emissions reductions of over 30% across 100+ facilities.
Back In 2019, Trane launched the Gigaton Challenge with the aim to reduce 1 billion metric tons of CO2 from its customers’ footprint by 2030. The company said that the new AI-powered tool will support its Gigaton Challenge as well as its sustainability targets.
Trane Technologies Net Zero Targets
The company committed to reaching net zero emissions by 2050, or a 90% reduction in emissions across its entire operations.
Trane Technologies Net Zero Roadmap
In the near term, the company aims to cut Scope 1 and 2 emissions 50% below 2019 levels by 2030.
Scope 3 – product use and supply chain – represents the vast majority of the company’s total carbon emissions. To address this, Trane pledges to reduce Scope 3 emissions by 55% per cooling ton vs. 2019 baseline by 2030. This target increases to 97% by 2050.
In 2022, Trane reduced Scope 1 and 2 carbon emissions by over 27,000 metric tons of CO2 versus 2021. The company also achieved a 43% reduction in operational emissions intensity and a 25% reduction in location-based emissions from the 2019 level.
The company has been employing various measures to reach its 2050 net zero targets. And focusing on its Gigaton Challenge is the key to it.
Launching the Autonomous Control in collaboration with BrainBox AI will significantly contribute to Trane’s sustainability and net zero efforts. With over 1 million connected devices, the new tool will provide great insights into building emissions.
The technology developer, BrainBox AI, said that it’s expanding the AI tool for commercial real estate to multi-site retail portfolios. The AI firm was also awarded by Canada’s largest financier of sustainable (SMEs) businesses, Sustainable Development Technology Canada, with over $6 million.
In summary, Trane Technologies’ new AI and cloud-based tool is designed to enhance energy efficiency, reduce carbon emissions, and contribute to the company’s sustainability and net zero targets. If more companies in the sector follow the same path, the world will be much closer to decarbonizing buildings and other built environments.
The post Trane Technologies Unleashes AI Power to Cut Building Emissions by 30% appeared first on Carbon Credits.
Carbon Footprint
Insetting vs Offsetting: Which Actually Counts Toward Your Scope 3 Targets
The accounting differences that decide whether your nature investment shows up in inventory, in BVCM, or nowhere at all.
The question reaches a procurement team about three weeks before the next sustainability committee meeting. Someone has read about insetting. Someone else has just signed off on an offset purchase. The CSO wants to know if the two are interchangeable. The answer is no, and the GHG Protocol Land Sector and Removals Standard is the reason why.
This article walks through what each term means at audit-grade specificity, what the standards actually say about how each gets counted, and how to decide which tool fits which target. The insetting vs offsetting question is one of the most-searched in corporate climate strategy, and one of the most poorly answered. By the end of this piece, you should be able to brief a committee on the difference without notes.
The two definitions, in plain English
Offsetting means buying carbon credits generated outside your value chain and retiring them against your residual emissions. The reduction happens somewhere else, financed by you, and the credit is the receipt.
Insetting means investing in emission reductions or removals inside your own value chain, typically with suppliers, where the reduction is directly linked to the products and services you buy. The reduction happens inside the boundary of your Scope 3 inventory, and the accounting treatment is fundamentally different.
The shorthand from the University of Oxford’s Nature-based Insetting Initiative is useful: insetting is what you do with the supply chain you have; offsetting is what you do with the supply chain you do not have.
What the GHG Protocol Land Sector Standard actually says
The GHG Protocol Land Sector and Removals Standard, finalised in 2024 after a multi-year pilot, sets the rules for how land-based emission reductions and removals enter corporate inventories. The Standard distinguishes between inventory accounting (Scope 1, 2, and 3) and project or intervention accounting (a separate methodology for crediting).
For insetting, the practical implication is that supplier-level interventions, when properly measured and attributed, can reduce your Scope 3 category 1 (purchased goods and services) emissions in your inventory. The reduction is not a credit retired against the inventory; it is a lower inventory number, period.
For offsetting, the credit is retired separately. It can be reported as a contribution toward a net-zero claim under the SBTi Beyond Value Chain Mitigation framework or as part of a VCMI Carbon Integrity claim, but it does not lower the inventory number.
A practical consequence: if your Science Based Target requires a 50% absolute reduction in Scope 3 emissions by 2030, insetting moves you toward the target. Offsetting does not. This single point of difference reshapes the procurement decision.
When insetting counts toward Scope 3 (and when it does not)
Insetting counts toward Scope 3 only when several conditions are met:
- The intervention must occur with an entity in your value chain.
- The emissions reduction or removal must be measured against a defensible baseline.
- The reduction must be attributed to your share of that supplier’s output, not double-counted with other buyers.
- It must follow the inventory accounting rules in the GHG Protocol Land Sector Standard, not the project accounting rules used to generate credits.
The most common failure mode is double counting. If your supplier sells the same reduction as a credit on the voluntary market and also reports it to you as a Scope 3 reduction, the math breaks. The Standard requires you to address this risk, typically by purchasing and retiring the supplier-issued credit as part of your inventory or by contractual provisions that prevent the supplier from selling the reduction twice.
When insetting does not count toward Scope 3: when the intervention sits with a supplier you do not buy from, when the baseline is not defensible, when the attribution is unclear, or when the documentation does not survive audit. Those cases default to Beyond Value Chain Mitigation, which is still useful but operates on a different ledger.
The procurement and supplier engagement question
Insetting is harder than offsetting. That is the unfashionable truth most buyers eventually confront. Offsetting is a transaction; insetting is a relationship.
To run an insetting program, you need supplier mapping precise enough to know which farms or facilities sit at which Scope 3 boundary. You need an engagement model that gets suppliers to participate, which usually requires multi-year commitments and shared economics. You need an MRV architecture that measures the right things and produces audit-ready documentation. And you need a contractual structure that prevents double counting and protects both sides.
The trade-off you receive in return is significant. Reductions count against your inventory rather than your residual. Supplier relationships deepen, which protects sourcing continuity. Yield and quality improvements often follow regenerative interventions, which reduces your input cost over time. And the regulatory file, under CSRD, CSDDD, EUDR, and the SBTi FLAG Guidance, is materially stronger.
Choosing the right tool for the right target
A practical decision rule. If your target is a science-based Scope 3 reduction and you operate in a FLAG sector or source FLAG commodities, insetting is the structurally correct tool. If your target is a net-zero claim that includes neutralising hard-to-abate residual emissions outside your value chain, BVCM via high-integrity offsets is the structurally correct tool. Most companies with material Scope 3 exposure need both, in different proportions, sequenced over time.
The sequencing matters. Insetting takes longer to stand up but produces a permanent reduction in the inventory. Offsetting can be transacted faster but does not change the inventory and now sits under tighter claim restrictions. Treat them as complementary tools with different jobs, not as substitutes. The Accountability Framework Initiative and the IUCN Global Standard for Nature-based Solutions both provide useful guardrails for the insetting side, with biodiversity, human rights, and benefit-sharing requirements that go beyond carbon math.
If you are mapping a Scope 3 reduction roadmap and need to scope which interventions count toward your inventory versus which sit in Beyond Value Chain Mitigation, the carbon and sustainability experts at Carbon Credit Capital can help you structure a nature-based supply chain investment program that fits your FLAG exposure, your target architecture, and your audit horizon. Schedule a consultation.
Carbon Footprint
Net zero needs nature: a carbon credit guide
Net zero is often described as a balancing act: cut what you can, account for the rest, and reach zero on the ledger. That framing is useful, but it leaves something out. It treats every tonne of carbon as interchangeable and every route to zero as equally sound, while the science tells a more specific story.
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Carbon Footprint
Deforestation in Malawi: causes and solutions
Malawi has lost a striking share of its forests over the past three decades. Woodlands that once covered well over a third of the country now cover less than a quarter, and the pressure on what remains is increasing. Behind those figures sit two practical questions: what is driving the loss, and what reverses it?
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