Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Global Market Report 2025

Description

Artificial intelligence (AI)-driven supplier emissions benchmarking refers to a technology solution that leverages AI to track, analyze, and assess the carbon and greenhouse gas emissions of suppliers within a supply chain. Its primary goal is to enable organizations to identify high-emission suppliers, enhance sustainability performance, and make informed, data-driven decisions to reduce their overall environmental footprint.

The core components of AI-driven supplier emissions benchmarking are software and services. Software consists of programs, instructions, and data that allow a computer or device to carry out specific tasks and functions. Deployment options include both cloud-based and on-premises models. The solution caters to organizations of different sizes, including large enterprises as well as small and medium-sized businesses. Applications span carbon footprint analysis, supply chain optimization, compliance management, reporting and analytics, and more. These solutions are adopted across industries such as manufacturing, retail, automotive, energy and utilities, healthcare, food and beverage, and others.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the professional services sector, particularly in legal, consulting, architectural, and engineering domains. Higher costs for imported technology, software licenses, office equipment, and digital infrastructure have raised operational expenses for firms reliant on global tools and platforms. International consulting projects are facing delays or cost overruns due to increased travel expenses and restricted access to foreign-sourced data and tools. Additionally, clients in manufacturing, construction, and logistics, heavily affected by tariffs are cutting back on outsourced services, squeezing demand for professional expertise. As a result, service providers are reevaluating pricing structures, expanding domestic supplier relationships, and investing in AI-driven solutions to sustain profitability and client engagement amid economic uncertainty.

The artificial intelligence (AI)-driven supplier emissions benchmark market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI)-driven supplier emissions benchmark market statistics, including the artificial intelligence (AI)-driven supplier emissions benchmark industry global market size, regional shares, competitors with the artificial intelligence (AI)-driven supplier emissions benchmark market share, detailed artificial intelligence (AI)-driven supplier emissions benchmark market segments, market trends, and opportunities, and any further data you may need to thrive in the artificial intelligence (AI)-driven supplier emissions benchmark industry. This artificial intelligence (AI)-driven supplier emissions benchmark market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (AI)-driven supplier emissions benchmark market size has grown exponentially in recent years. It will grow from $1.28 billion in 2024 to $1.56 billion in 2025 at a compound annual growth rate (CAGR) of 22.0%. The growth in the historic period can be attributed to the rising adoption of carbon accounting solutions, greater awareness of supplier emissions impact, stronger regulatory pressures on supply chain sustainability, wider integration of environmental reporting practices, and the increasing emphasis on energy efficiency in procurement.

The artificial intelligence (AI)-driven supplier emissions benchmark market size is expected to see exponential growth in the next few years. It will grow to $3.41 billion in 2029 at a compound annual growth rate (CAGR) of 21.6%. The growth expected in the forecast period can be attributed to the expansion of sustainable supply chain initiatives, increasing demand for transparent supplier emissions data, stronger corporate commitments to net-zero targets, the need for predictive emissions management, and the focus on risk mitigation across global supply chains. Key trends anticipated during this period include advancements in AI algorithms for emissions benchmarking, innovations in real-time data analytics platforms, progress in digital twin technology for supply chain monitoring, research and development in predictive environmental modeling, and the integration of IoT sensors with emissions tracking systems.

The rapid digitization of business operations is expected to drive the growth of the artificial intelligence (AI)-driven supplier emissions benchmark market in the coming years. Digitization involves the adoption of digital technologies across all aspects of a business to improve efficiency, enhance customer experiences, and remain competitive in evolving markets. As businesses increasingly digitize, they generate large and complex datasets, particularly within their supply chains. This makes AI-driven emissions benchmarking critical, as it enables the automation of data processing, accurate analysis of large datasets, and the delivery of actionable insights that would be difficult to achieve manually. For example, in July 2024, the Office for National Statistics, a UK-based government agency, reported that spending on digital infrastructure reached $12.36 billion (£9.2 billion) in 2022, reflecting a 22.9% increase from the prior year. As a result, rapid digitization is fueling the expansion of the AI-driven supplier emissions benchmark market.

Companies operating in this market are introducing advanced technologies such as natural language processing (NLP)-powered emission factor matching to simplify and automate the calculation of Scope 3.1 emissions from unstructured supply chain data. This approach uses AI-driven language models to interpret supplier or procurement data and align it with the most relevant emission factors for sustainability reporting. For example, in May 2025, Climatiq Technologies GmbH, a Germany-based technology firm, launched Climatiq Autopilot, an AI-powered feature designed to automate Scope 3.1 emission calculations. The tool leverages NLP to map unstructured text data to the appropriate emission factors and integrates with enterprise systems via API, providing real-time, audit-ready carbon insights. It also ensures compliance with global standards such as the GHG Protocol and ISO 14067, helping businesses make data-driven decisions to reduce carbon emissions throughout their supply chains.

In July 2025, Green Project Technologies Inc., a US-based carbon accounting software provider, acquired Emitwise for an undisclosed amount. The acquisition is intended to merge Emitwise's capabilities in automated supply chain emissions tracking and product carbon footprint measurement with Green Project Technologies' audit-grade accounting platform and ACT Group's global decarbonization tools. This combination positions the company as a comprehensive provider of enterprise climate management solutions across supply chains. Emitwise Ltd., based in the UK, is known for its expertise in AI-driven supplier emissions benchmarking.

Major players in the artificial intelligence (AI)-driven supplier emissions benchmark market are Microsoft Corporation, Siemens AG, International Business Machines Corporation (IBM), Schneider Electric SE, EcoVadis SAS, Persefoni AI Inc., Pulsora Ltd., Unravel Carbon Pvt. Ltd., CarbonChain Ltd., Mavarick AI Ltd., SINAI Technologies Ltd., GLYNT AI Ltd., CO2 AI Ltd., CarbonAnalytics Ltd., DitchCarbon Ltd., Muir AI Ltd., Vaayu Technologies Pvt. Ltd., Climatiq Ltd., Net0 Ltd., and Footprint Intelligence Ltd.

North America was the largest region in the artificial intelligence (AI)-driven supplier emissions benchmark market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in artificial intelligence (AI)-driven supplier emissions benchmark report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the artificial intelligence (AI)-driven supplier emissions benchmark market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence (AI)-driven supplier emissions benchmark market consists of revenues earned by entities by providing services such as risk assessment, supplier performance evaluation, sustainability strategy development, predictive emissions modelling, and continuous monitoring. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI)-driven supplier emissions benchmark market also includes sales of IoT emission monitoring sensors, carbon footprint tracking devices, industrial process sensors, and smart energy meters. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (ai)-driven supplier emissions benchmark market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for artificial intelligence (ai)-driven supplier emissions benchmark ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The artificial intelligence (ai)-driven supplier emissions benchmark market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Component: Software; Services
2) By Deployment Mode: Cloud; On-Premises
3) By Organization Size: Large Enterprises; Small And Medium Enterprises
4) By Application: Carbon Footprint Analysis; Supply Chain Optimization; Compliance Management; Reporting And Analytics; Other Applications
5) By End-User: Manufacturing; Retail; Automotive; Energy And Utilities; Healthcare; Food And Beverage; Other End Users
Subsegments:
1) By Software: Carbon Accounting Software; Emissions Monitoring Software; Sustainability Analytics Software; Predictive Modeling Software; Reporting And Visualization Software
2) By Services: Consulting Services; Implementation Services; Training Services; Maintenance And Support Services; Integration Services
Companies Mentioned: Microsoft Corporation; Siemens AG; International Business Machines Corporation (IBM); Schneider Electric SE; EcoVadis SAS; Persefoni AI Inc.; Pulsora Ltd.; Unravel Carbon Pvt. Ltd.; CarbonChain Ltd.; Mavarick AI Ltd.; SINAI Technologies Ltd.; GLYNT AI Ltd.; CO2 AI Ltd.; CarbonAnalytics Ltd.; DitchCarbon Ltd.; Muir AI Ltd.; Vaayu Technologies Pvt. Ltd.; Climatiq Ltd.; Net0 Ltd.; Footprint Intelligence Ltd.
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain.
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time Series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery Format: PDF, Word and Excel Data Dashboard.

Product Code: r37953

1. Executive Summary

2. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Characteristics

3. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Trends And Strategies

4. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Growth Analysis And Strategic Analysis Framework

5.1. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
5.2. Analysis Of End Use Industries
5.3. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Growth Rate Analysis
5.4. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
5.5. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
5.6. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Total Addressable Market (TAM)

6. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Segmentation

6.1. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Software
Services
6.2. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Cloud
On-Premises
6.3. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Large Enterprises
Small And Medium Enterprises
6.4. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Carbon Footprint Analysis
Supply Chain Optimization
Compliance Management
Reporting And Analytics
Other Applications
6.5. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Manufacturing
Retail
Automotive
Energy And Utilities
Healthcare
Food And Beverage
Other End Users
6.6. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Carbon Accounting Software
Emissions Monitoring Software
Sustainability Analytics Software
Predictive Modeling Software
Reporting And Visualization Software
6.7. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Consulting Services
Implementation Services
Training Services
Maintenance And Support Services
Integration Servicess

7. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Regional And Country Analysis

7.1. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
7.2. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

8.1. Asia-Pacific Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.3. Asia-Pacific Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.4. Asia-Pacific Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

9.1. China Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
9.2. China Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.3. China Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.4. China Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

10.1. India Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.2. India Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.3. India Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

11.1. Japan Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
11.2. Japan Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.3. Japan Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.4. Japan Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

12.1. Australia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.2. Australia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.3. Australia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

13.1. Indonesia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.2. Indonesia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.3. Indonesia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

14.1. South Korea Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
14.2. South Korea Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.3. South Korea Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.4. South Korea Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

15.1. Western Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
15.2. Western Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.3. Western Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.4. Western Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

16.1. UK Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.2. UK Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.3. UK Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

17.1. Germany Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.2. Germany Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.3. Germany Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

18.1. France Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.2. France Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.3. France Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

19.1. Italy Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.2. Italy Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.3. Italy Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

20.1. Spain Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.2. Spain Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.3. Spain Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

21.1. Eastern Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
21.2. Eastern Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.3. Eastern Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.4. Eastern Europe Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

22.1. Russia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.2. Russia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.3. Russia Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

23.1. North America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
23.2. North America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.3. North America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.4. North America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

24.1. USA Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
24.2. USA Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.3. USA Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.4. USA Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

25.1. Canada Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
25.2. Canada Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.3. Canada Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.4. Canada Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

26.1. South America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
26.2. South America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.3. South America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.4. South America Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

27.1. Brazil Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.2. Brazil Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.3. Brazil Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

28.1. Middle East Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
28.2. Middle East Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.3. Middle East Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.4. Middle East Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

29.1. Africa Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Overview
29.2. Africa Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.3. Africa Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.4. Africa Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Competitive Landscape
30.2. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Company Profiles
- 30.2.1. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
- 30.2.2. Siemens AG Overview, Products and Services, Strategy and Financial Analysis
- 30.2.3. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis
- 30.2.4. Schneider Electric SE Overview, Products and Services, Strategy and Financial Analysis
- 30.2.5. EcoVadis SAS Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Other Major And Innovative Companies

31.1. Persefoni AI Inc.
31.2. Pulsora Ltd.
31.3. Unravel Carbon Pvt. Ltd.
31.4. CarbonChain Ltd.
31.5. Mavarick AI Ltd.
31.6. SINAI Technologies Ltd.
31.7. GLYNT AI Ltd.
31.8. CO2 AI Ltd.
31.9. CarbonAnalytics Ltd.
31.10. DitchCarbon Ltd.
31.11. Muir AI Ltd.
31.12. Vaayu Technologies Pvt. Ltd.
31.13. Climatiq Ltd.
31.14. Net0 Ltd.
31.15. Footprint Intelligence Ltd.

32. Global Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

34. Recent Developments In The Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market

35. Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market High Potential Countries, Segments and Strategies

35.1 Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market In 2029 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market In 2029 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Market In 2029 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer