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1852247

2025年人工智慧（AI）驅動的供應排放排放基準全球市場報告

Artificial Intelligence (AI)-Driven Supplier Emissions Benchmark Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10個工作天內

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簡介目錄

近年來，人工智慧（AI）驅動的供應商排放基準市場規模呈指數級成長，從2024年的12.8億美元成長到2025年的15.6億美元，複合年成長率達22.0%。這一成長可歸因於碳計量解決方案的日益普及、人們對供應商排放影響的認知不斷提高、供應鏈永續性監管壓力不斷加大、環境報告實踐的廣泛應用以及採購中對能源效率的日益重視。

預計未來幾年，人工智慧 (AI) 驅動的供應商排放基準市場規模將呈指數級成長，到 2029 年將達到 34.1 億美元，複合年成長率 (CAGR) 為 21.6%。預測期間的預期成長主要受以下因素驅動：永續供應鏈計畫的擴展、對透明供應商排放數據的需求不斷成長、企業對淨零排放目標的承諾日益堅定、對預測性排放管理的需求不斷成長，以及全球供應鏈對風險緩解的日益重視。這段時期的主要趨勢包括：用於排放基準的 AI 演算法的開發、即時數據分析平台的創新、用於供應鏈監控的數位雙胞胎技術的進步、環境預測建模的研究與開發，以及物聯網感測器和排放追蹤系統的整合。

預計未來幾年，業務營運的快速數位化將推動人工智慧 (AI) 驅動的供應商排放基準市場成長。數位化是指將數位技術引入企業營運的各個方面，以提高效率、改善客戶體驗並在不斷變化的市場中保持競爭力。隨著企業數位化的不斷提高，尤其是在供應鏈中，會產生大量複雜的資料集。這使得人工智慧驅動的排放基準化分析變得至關重要，因為它能夠實現數據處理的自動化、對大型資料集的精確分析，並提供人工難以獲得的實用洞察。例如，英國國家統計局 (ONS) 在 2024 年 7 月發布的報告顯示，2022 年英國在數位基礎設施的支出將達到 123.6 億美元（92 億英鎊），比上一年成長 22.9%。因此，快速的數位化正在推動人工智慧主導的供應商排放基準市場的擴張。

在這個市場營運的公司正在部署先進技術，例如自然語言處理 (NLP) 驅動的排放因子匹配，以簡化和自動化從非結構化供應鏈數據中計算範圍 3.1排放。這種方法利用人工智慧主導的語言模型來解讀供應商和採購數據，並將其與最相關的永續性報告排放因子相匹配。例如，總部位於德國的科技公司 Climatiq Technologies GmbH 於 2025 年 5 月推出了 Climatiq Autopilot，這是一款旨在自動化範圍 3.1排放運算的人工智慧工具。該工具利用 NLP 將非結構化文字資料映射到相應的排放因子，並透過 API 與企業系統整合，從而提供即時、可用於審核的碳排放洞察。它還能確保符合溫室氣體會計系統 (GHG 通訊協定)和 ISO 14067 等全球標準，使企業能夠做出數據主導的決策，從而減少其整個供應鏈的碳排放。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場：宏觀經濟情景，包括利率、通貨膨脹、地緣政治、貿易戰和關稅，以及新冠疫情及其復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球人工智慧（AI）驅動的供應商排放基準分析：PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
  • 終端用戶產業分析
  • 全球人工智慧（AI）驅動的供應商排放基準市場：成長率分析
  • 全球人工智慧（AI）驅動的供應商排放基準市場表現：規模與成長，2019-2024年
  • 全球人工智慧（AI）驅動的供應商排放基準市場預測：規模與成長，2024-2029年，2034年
  • 全球人工智慧 (AI) 驅動的供應商排放基準：總潛在市場 (TAM)

第6章 市場細分

  • 全球人工智慧（AI）驅動的供應商排放基準市場：按組件、性能和預測分類，2019-2024年、2024-2029年、2034年
  • 軟體
  • 服務
  • 全球人工智慧（AI）驅動的供應商排放基準市場：按部署模式、效能和預測分類，2019-2024年、2024-2029年、2034年
  • 雲
  • 本地部署
  • 全球人工智慧（AI）驅動的供應商排放基準市場（按組織規模分類）、實際結果和預測（2019-2024年、2024-2029年、2034年）
  • 主要企業
  • 小型企業
  • 全球人工智慧（AI）驅動的供應商排放基準市場：按應用、效能和預測分類，2019-2024年、2024-2029年、2034年
  • 碳足跡分析
  • 供應鏈最佳化
  • 合規管理
  • 報告和分析
  • 其他用途
  • 全球人工智慧（AI）驅動的供應商排放基準市場：按最終用戶、效能和預測分類，2019-2024年、2024-2029年、2034年
  • 製造業
  • 零售
  • 車
  • 能源與公共產業
  • 衛生保健
  • 食品/飲料
  • 其他最終用戶
  • 全球人工智慧（AI）驅動的供應商排放基準市場：細分軟體（按類型）、效能和預測，2019-2024年、2024-2029年、2034年
  • 碳計量軟體
  • 排放監測軟體
  • 永續性分析軟體
  • 預測建模軟體
  • 報表和視覺化軟體
  • 全球人工智慧（AI）驅動的供應商排放基準市場：按服務類型、效能和預測細分，2019-2024年、2024-2029年、2034年
  • 諮詢服務
  • 實施服務
  • 培訓服務
  • 維護和支援服務
  • 整合服務

第7章 區域和國家分析

  • 全球人工智慧（AI）驅動的供應商排放基準市場：按地區、績效和預測分類，2019-2024年、2024-2029年、2034年
  • 全球人工智慧（AI）驅動的供應商排放基準市場：按國家、績效和預測分類，2019-2024 年、2024-2029 年、2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章：澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章：德國市場

第18章：法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章：競爭格局與公司概況

  • 人工智慧（AI）驅動的供應商排放基準市場：競爭格局
  • 人工智慧（AI）驅動的供應商排放基準市場：公司概況
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Siemens AG Overview, Products and Services, Strategy and Financial Analysis
    • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis
    • Schneider Electric SE Overview, Products and Services, Strategy and Financial Analysis
    • EcoVadis SAS Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

  • 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.

第32章 全球市場競爭基準化分析與儀錶板

第33章 重大併購

第34章 近期市場趨勢

第35章：高潛力市場國家、細分市場與策略

  • 人工智慧（AI）驅動的供應商排放基準市場 2029：提供新機會的國家
  • 人工智慧（AI）驅動的供應商排放基準市場展望（2029）：新興細分市場機會
  • 人工智慧 (AI) 驅動的供應商排放基準市場 2029：成長策略
    • 基於市場趨勢的策略
    • 競爭對手策略

第36章附錄

簡介目錄
Product Code: r37953

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.

Table of Contents

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