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市场调查报告书
商品编码
1852247

2025年人工智慧（AI）驱动的供应排放排放基准全球市场报告

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个工作天内

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简介目录

近年来，人工智慧（AI）驱动的供应商排放基准市场规模呈指数级增长，从2024年的12.8亿美元增长到2025年的15.6亿美元，复合年增长率达22.0%。这一增长可归因于碳计量解决方案的日益普及、人们对供应商排放影响的认识不断提高、供应链永续性监管压力不断加大、环境报告实践的广泛应用以及采购中对能源效率的日益重视。

预计未来几年，人工智慧 (AI) 驱动的供应商排放基准市场规模将呈指数级增长，到 2029 年将达到 34.1 亿美元，复合年增长率 (CAGR) 为 21.6%。预测期间的预期成长主要受以下因素驱动：永续供应链计画的扩展、对透明供应商排放数据的需求不断增长、企业对净零排放目标的承诺日益坚定、对预测性排放管理的需求不断增长，以及全球供应链对风险缓解的日益重视。这段时期的主要趋势包括：用于排放基准的 AI 演算法的开发、即时数据分析平台的创新、用于供应链监控的数位双胞胎技术的进步、环境预测建模的研究与开发，以及物联网感测器和排放追踪系统的整合。

预计未来几年，业务营运的快速数位化将推动人工智慧 (AI) 驱动的供应商排放基准市场成长。数位化是指将数位技术引入企业营运的各个方面，以提高效率、改善客户体验并在不断变化的市场中保持竞争力。随着企业数位化的不断提高，尤其是在供应链中，会产生大量复杂的资料集。这使得人工智慧驱动的排放基准化分析变得至关重要，因为它能够实现数据处理的自动化、对大型数据集的精确分析，并提供人工难以获得的实用洞察。例如，英国国家统计局 (ONS) 在 2024 年 7 月发布的报告显示，2022 年英国在数位基础设施的支出将达到 123.6 亿美元（92 亿英镑），比上一年增长 22.9%。因此，快速的数位化正在推动人工智慧主导的供应商排放基准市场的扩张。

在这个市场运营的公司正在部署先进技术，例如自然语言处理 (NLP) 驱动的排放因子匹配，以简化和自动化从非结构化供应链数据中计算范围 3.1排放。这种方法利用人工智慧主导的语言模型来解读供应商和采购数据，并将其与最相关的永续性报告排放因子相匹配。例如，总部位于德国的科技公司 Climatiq Technologies GmbH 于 2025 年 5 月推出了 Climatiq Autopilot，这是一款旨在自动化范围 3.1排放运算的人工智慧工具。该工具利用 NLP 将非结构化文字资料映射到相应的排放因子，并透过 API 与企业系统集成，从而提供即时、可用于审核的碳排放洞察。它还能确保符合温室气体会计系统 (GHG 通讯协定)和 ISO 14067 等全球标准，使企业能够做出数据主导的决策，从而减少其整个供应链的碳排放。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场：宏观经济情景，包括利率、通货膨胀、地缘政治、贸易战和关税，以及新冠疫情及其復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球人工智慧（AI）驱动的供应商排放基准分析：PESTEL 分析（政治、社会、技术、环境、法律因素、驱动因素和限制因素）
  • 终端用户产业分析
  • 全球人工智慧（AI）驱动的供应商排放基准市场：成长率分析
  • 全球人工智慧（AI）驱动的供应商排放基准市场表现：规模与成长，2019-2024年
  • 全球人工智慧（AI）驱动的供应商排放基准市场预测：规模与成长，2024-2029年，2034年
  • 全球人工智慧 (AI) 驱动的供应商排放基准：总潜在市场 (TAM)

第六章 市场细分

  • 全球人工智慧（AI）驱动的供应商排放基准市场：按组件、性能和预测划分，2019-2024年、2024-2029年、2034年
  • 软体
  • 服务
  • 全球人工智慧（AI）驱动的供应商排放基准市场：按部署模式、效能和预测划分，2019-2024年、2024-2029年、2034年
  • 云
  • 本地部署
  • 全球人工智慧（AI）驱动的供应商排放基准市场（按组织规模划分）、实际结果和预测（2019-2024年、2024-2029年、2034年）
  • 大公司
  • 小型企业
  • 全球人工智慧（AI）驱动的供应商排放基准市场：按应用、效能和预测划分，2019-2024年、2024-2029年、2034年
  • 碳足迹分析
  • 供应链优化
  • 合规管理
  • 报告和分析
  • 其他用途
  • 全球人工智慧（AI）驱动的供应商排放基准市场：按最终用户、效能和预测划分，2019-2024年、2024-2029年、2034年
  • 製造业
  • 零售
  • 车
  • 能源与公共产业
  • 卫生保健
  • 食品/饮料
  • 其他最终用户
  • 全球人工智慧（AI）驱动的供应商排放基准市场：细分软体（按类型）、效能和预测，2019-2024年、2024-2029年、2034年
  • 碳计量软体
  • 排放监测软体
  • 永续性分析软体
  • 预测建模软体
  • 报表和视觉化软体
  • 全球人工智慧（AI）驱动的供应商排放基准市场：按服务类型、效能和预测细分，2019-2024年、2024-2029年、2034年
  • 咨询服务
  • 实施服务
  • 培训服务
  • 维护和支援服务
  • 整合服务

第七章 区域和国家分析

  • 全球人工智慧（AI）驱动的供应商排放基准市场：按地区、绩效和预测划分，2019-2024年、2024-2029年、2034年
  • 全球人工智慧（AI）驱动的供应商排放基准市场：按国家、绩效和预测划分，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章：澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章：德国市场

第十八章：法国市场

第十九章：义大利市场

第二十章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第三十章：竞争格局与公司概况

  • 人工智慧（AI）驱动的供应商排放基准市场：竞争格局
  • 人工智慧（AI）驱动的供应商排放基准市场：公司概况
    • 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：其他领先和创新企业

  • 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 全球市场竞争基准化分析与仪錶板

第33章 重大併购

第34章 近期市场趋势

第35章：高潜力市场国家、细分市场与策略

  • 人工智慧（AI）驱动的供应商排放基准市场 2029：提供新机会的国家
  • 人工智慧（AI）驱动的供应商排放基准市场展望（2029）：新兴细分市场机会
  • 人工智慧 (AI) 驱动的供应商排放基准市场 2029：成长策略
    • 基于市场趋势的策略
    • 竞争对手策略

第36章附录

简介目录
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