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環境永續性AI的全球市場:市場規模·佔有率·趨勢，產業分析 (各類型·各用途·各最終用途產業·各地區)，2025年～2034年的市場預測

AI in Environmental Sustainability Market Size, Share, Trend, Industry Analysis Report By Type (Machine Learning, NLP, Computer Vision, Deep Learning, Others), By Application, By End-Use Industry, By Region - Market Forecast, 2025-2034
出版日期: | 出版商: Polaris Market Research | 英文 129 Pages | 商品交期: 最快1-2個工作天內

價格

根據 Polaris Market Research 的一項新研究，預計到 2034 年，環境永續性人工智慧市場規模將達到 999.6 億美元。本研究報告深入分析了當前的市場動態，並分析了未來的市場成長。

環境永續性人工智慧市場專注於採用人工智慧技術，透過數據驅動、預測性和自動化的解決方案來應對關鍵的環境課題。隨著各行各業和政府尋求可擴展的方式來提高資源效率、減少排放並增強生態系統的復原力，該市場正日益受到關注。推動這一成長的因素包括對支援再生能源優化、減少廢物、精準農業和環境監測的智慧系統日益增長的需求。環境資料集的獲取管道日益豐富，以及機器學習、電腦視覺和自然語言處理技術的進步，進一步拓展了人工智慧在永續性領域的應用範圍。為了實現全球永續發展目標，各行各業正優先將人工智慧融入基礎設施規劃、排放追蹤和能源網格優化之中。

市場趨勢表明，人們越來越傾向於能夠響應即時環境條件的智慧自適應系統。農業、公用事業、製造業和交通運輸等行業正在湧現新的機遇，人工智慧可以支援永續實踐、降低風險並實現法規遵循。針對環境分析和跨產業合作的人工智慧平台的策略性投資正在開闢新的創新途徑。向循環經濟模式和低碳技術的轉變正在推動對能夠確保問責制、透明度和長期環境影響評估的人工智慧系統的需求。市場軌跡正受到協調經濟活動與生態限制的需求的影響，這使得人工智慧成為全球建構更永續、更具韌性的系統的重要工具。演算法和感測器的不斷發展預計將進一步深化人工智慧在環境管理和永續發展中的作用。

環境永續性人工智慧市場：分析概述

按類型劃分，機器學習將佔市場主導地位，到2024年將佔約29%的收入佔有率，這得益於其在分析複雜環境資料集、預測氣候趨勢和識別污染模式方面的廣泛應用。

按應用劃分，環境監測和評估將在2024年佔約24%的收入佔有率，這得益於擴大採用人工智慧系統來追蹤空氣和水質、分析衛星數據以及評估生態系統健康狀況。

由於北美擁有強大的技術基礎設施、對人工智慧研究的大量投入以及環境領域對智慧技術的早期應用，北美將在2024年佔環境永續性人工智慧市場的重要收入佔有率。

由於城市化進程加快、環境問題日益嚴重以及人工智慧在清潔能源和污染控制領域的應用日益廣泛，預計亞太市場將在 2025 年至 2034 年間經歷顯著增長。

全球主要公司包括埃森哲公司、亞馬遜網路服務 (AWS)、C3.ai Inc.、ClimateAI、Enablon (Wolters Kluwer)、Google有限責任公司、IBM 公司、英特爾公司、微軟公司、NVIDIA 公司、SAP SE、施耐德電氣 SE、西門子股份公司和 Wipro Limited。

目錄

第1章 簡介

第2章 摘要整理

第3章 分析方法

第4章 全球環境永續性AI市場洞察

  • 市場概述
  • 環境永續性AI的市場動態
    • 促進因素和機會
      • 人工智慧在再生能源管理的應用
      • 智慧城市與綠色基礎設施的興起
    • 阻礙因素與課題
      • 運算成本高且優質環境資料取得管道有限
  • 大環境分析
  • 環境永續性AI市場趨勢
  • 價值鏈分析

第5章 全球環境永續性AI市場:各類型

  • 主要的分析結果
  • 簡介
  • 機器學習
  • 自然語言處理(NLP)
  • 電腦視覺
  • 深層學習
  • 專家系統
  • 機器人技術與自動化

第6章 全球環境永續性AI市場:各用途

  • 主要的分析結果
  • 簡介
  • 減緩氣候變遷
  • 再生能源優化
  • 環境監測與評估
  • 廢棄物管理與回收
  • 減排與控制
  • 保育與生物多樣性
  • 智慧與精準農業
  • 其他

第7章 全球環境永續性AI市場:各最終用途產業

  • 主要的分析結果
  • 簡介
  • 能源·公共事業
  • 農業
  • 運輸·物流
  • 製造業
  • 醫療·生命科學
  • 政府·公共部門
  • 零售業·消費品
  • 教育·研究
  • 其他

第8章 全球環境永續性AI市場:各地區

  • 主要的分析結果
  • 簡介
    • 環境永續性AI市場分析:各地區 (2020～2034年)
  • 北美
    • 北美:各類型(2020～2034年)
    • 北美:各用途(2020～2034年)
    • 北美:各最終用途產業(2020～2034年)
    • 美國
    • 加拿大
  • 歐洲
    • 歐洲:各類型(2020～2034年)
    • 歐洲:各用途(2020～2034年)
    • 歐洲:各最終用途產業(2020～2034年)
    • 英國
    • 法國
    • 德國
    • 義大利
    • 西班牙
    • 荷蘭
    • 俄羅斯
    • 其他歐洲
  • 亞太地區
    • 亞太地區:各類型(2020～2034年)
    • 亞太地區:各用途(2020～2034年)
    • 亞太地區:各最終用途產業(2020～2034年)
    • 中國
    • 印度
    • 馬來西亞
    • 日本
    • 印尼
    • 韓國
    • 澳洲
    • 其他亞太地區
  • 中東·非洲
    • 中東·非洲:各類型(2020～2034年)
    • 中東·非洲:各用途(2020～2034年)
    • 中東·非洲:各最終用途產業(2020～2034年)
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 以色列
    • 南非
    • 其他中東和非洲
  • 南美
    • 南美:各類型(2020～2034年)
    • 南美:各用途(2020～2034年)
    • 南美:各最終用途產業(2020～2034年)
    • 墨西哥
    • 巴西
    • 阿根廷
    • 其他南美國家

第9章 競爭情形

  • 事業擴大·企業收購的分析
    • 事業擴大
    • 企業收購
  • 聯盟/合作/協定/公開

第10章 企業簡介

  • Accenture plc
  • Amazon Web Services(AWS)
  • C3.ai Inc.
  • ClimateAI
  • Enablon(Wolters Kluwer)
  • Google LLC
  • IBM Corporation
  • Intel Corporation
  • Microsoft Corporation
  • NVIDIA Corporation
  • SAP SE
  • Schneider Electric SE
  • Siemens AG
  • Wipro Limited
Product Code: PM6232

The AI in environmental sustainability market size is expected to reach USD 99.96 billion by 2034, according to a new study by Polaris Market Research. The report "AI in Environmental Sustainability Market Size, Share, Trend, Industry Analysis Report By Type (Machine Learning, NLP, Computer Vision, Deep Learning, Others), By Application, By End-Use Industry, By Region - Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The AI in environmental sustainability market focuses on deploying artificial intelligence technologies to address critical environmental challenges through data-driven, predictive, and automated solutions. This market is gaining traction as industries and governments seek scalable methods to improve resource efficiency, reduce emissions, and enhance ecosystem resilience. Growth is driven by the rising need for intelligent systems that can support renewable energy optimization, waste reduction, precision agriculture, and environmental monitoring. Increasing access to environmental datasets and the advancement of machine learning, computer vision, and natural language processing are further enhancing the scope of AI applications across sustainability domains. Industry players are prioritizing the integration of AI in infrastructure planning, emission tracking, and energy grid optimization to meet global sustainability goals.

Market trends indicate a growing preference for smart, adaptive systems capable of responding to real-time environmental conditions. Opportunities are emerging across sectors such as agriculture, utilities, manufacturing, and transportation, where AI can support sustainable practices, risk mitigation, and regulatory compliance. Strategic investments in AI platforms tailored for environmental analytics and cross-sector collaborations are opening new pathways for innovation. The shift toward circular economy models and low-carbon technologies is reinforcing the demand for AI systems that can ensure accountability, transparency, and long-term environmental impact assessment. The market's trajectory is shaped by the need to harmonize economic activities with ecological limits, making AI a vital tool in the global effort to build more sustainable and resilient systems. The continuous evolution of algorithms and sensors is expected to deepen AI's role in environmental stewardship and sustainable development.

AI in Environmental Sustainability Market Report Highlights

By type, the machine learning segment dominated the market with approximately 29% of the revenue share in 2024 due to its widespread use in analyzing complex environmental data sets, predicting climate trends, and identifying pollution patterns.

Based on application, the environmental monitoring and assessment segment held approximately 24% of the revenue share in 2024 due to the growing deployment of AI-powered systems for tracking air and water quality, analyzing satellite data, and evaluating ecosystem health.

North America held a significant revenue share of the AI in environmental sustainability market in 2024 due to strong technological infrastructure, high investments in AI research, and the early adoption of smart technologies across environmental sectors.

The market in Asia Pacific is expected to grow significantly from 2025 to 2034 due to increasing urbanization, rising environmental concerns, and expanding deployment of AI in clean energy and pollution control.

A few global key players include Accenture plc, Amazon Web Services (AWS), C3.ai Inc., ClimateAI, Enablon (Wolters Kluwer), Google LLC, IBM Corporation, Intel Corporation, Microsoft Corporation, NVIDIA Corporation, SAP SE, Schneider Electric SE, Siemens AG, and Wipro Limited.

Polaris Market Research has segmented the AI in environmental sustainability market report on the basis of type, application, end-use industry, and region:

By Type Outlook (Revenue, USD Billion, 2020-2034)

Machine Learning

Natural Language Processing (NLP)

Computer Vision

Deep Learning

Expert Systems

Robotics and Automation

By Application Outlook (Revenue, USD Billion, 2020-2034)

Climate Change Mitigation

Renewable Energy Optimization

Environmental Monitoring and Assessment

Waste Management and Recycling

Emission Reduction and Control

Conservation and Biodiversity

Smart Agriculture and Precision Farming

Others

By End-Use Industry Outlook (Revenue, USD Billion, 2020-2034)

Energy and Utilities

Agriculture

Transportation and Logistics

Manufacturing

Healthcare and Life Sciences

Government and Public Sector

Retail and Consumer Goods

Education and Research

Others

By Regional Outlook (Revenue, USD Billion, 2020-2034)

North America

U.S.

Canada

Europe

Germany

UK

France

Italy

Spain

Russia

Netherlands

Rest of Europe

Asia Pacific

China

India

Japan

South Korea

Indonesia

Malaysia

Vietnam

Australia

Rest of Asia Pacific

Latin America

Argentina

Brazil

Mexico

Rest of Latin America

Middle East & Africa

UAE

Saudi Arabia

Israel

South Africa

Rest of Middle East & Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global AI in Environmental Sustainability Market Insights

  • 4.1. AI in Environmental Sustainability Market - Market Snapshot
  • 4.2. AI in Environmental Sustainability Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Adoption of AI in Renewable Energy Management
      • 4.2.1.2. Emergence of Smart Cities and Green Infrastructure
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. High computational costs and limited access to quality environmental data
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTEL Analysis
  • 4.5. AI in Environmental Sustainability Market Trends
  • 4.6. Value Chain Analysis

5. Global AI in Environmental Sustainability Market, by Type

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • 5.3. Machine Learning
    • 5.3.1. Global AI in Environmental Sustainability Market, by Machine Learning, by Region, 2020-2034 (USD Billion)
  • 5.4. Natural Language Processing (NLP)
    • 5.4.1. Global AI in Environmental Sustainability Market, by Natural Language Processing (NLP), by Region, 2020-2034 (USD Billion)
  • 5.5. Computer Vision
    • 5.5.1. Global AI in Environmental Sustainability Market, by Computer Vision, by Region, 2020-2034 (USD Billion)
  • 5.6. Deep Learning
    • 5.6.1. Global AI in Environmental Sustainability Market, by Deep Learning, by Region, 2020-2034 (USD Billion)
  • 5.7. Expert Systems
    • 5.7.1. Global AI in Environmental Sustainability Market, by Expert Systems, by Region, 2020-2034 (USD Billion)
  • 5.8. Robotics and Automation
    • 5.8.1. Global AI in Environmental Sustainability Market, by Robotics and Automation, by Region, 2020-2034 (USD Billion)

6. Global AI in Environmental Sustainability Market, by Application

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • 6.3. Climate Change Mitigation
    • 6.3.1. Global AI in Environmental Sustainability Market, by Climate Change Mitigation, by Region, 2020-2034 (USD Billion)
  • 6.4. Renewable Energy Optimization
    • 6.4.1. Global AI in Environmental Sustainability Market, by Renewable Energy Optimization, by Region, 2020-2034 (USD Billion)
  • 6.5. Environmental Monitoring and Assessment
    • 6.5.1. Global AI in Environmental Sustainability Market, by Environmental Monitoring and Assessment, by Region, 2020-2034 (USD Billion)
  • 6.6. Waste Management and Recycling
    • 6.6.1. Global AI in Environmental Sustainability Market, by Waste Management and Recycling, by Region, 2020-2034 (USD Billion)
  • 6.7. Emission Reduction and Control
    • 6.7.1. Global AI in Environmental Sustainability Market, by Emission Reduction and Control, by Region, 2020-2034 (USD Billion)
  • 6.8. Conservation and Biodiversity
    • 6.8.1. Global AI in Environmental Sustainability Market, by Conservation and Biodiversity, by Region, 2020-2034 (USD Billion)
  • 6.9. Smart Agriculture and Precision Farming
    • 6.9.1. Global AI in Environmental Sustainability Market, by Emission Reduction and Control, by Region, 2020-2034 (USD Billion)
  • 6.10. Others
    • 6.10.1. Global AI in Environmental Sustainability Market, by Others, by Region, 2020-2034 (USD Billion)

7. Global AI in Environmental Sustainability Market, by End-Use Industry

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • 7.3. Energy and Utilities
    • 7.3.1. Global AI in Environmental Sustainability Market, by Energy and Utilities, by Region, 2020-2034 (USD Billion)
  • 7.4. Agriculture
    • 7.4.1. Global AI in Environmental Sustainability Market, by Agriculture, by Region, 2020-2034 (USD Billion)
  • 7.5. Transportation and Logistics
    • 7.5.1. Global AI in Environmental Sustainability Market, by Transportation and Logistics, by Region, 2020-2034 (USD Billion)
  • 7.6. Manufacturing
    • 7.6.1. Global AI in Environmental Sustainability Market, by Manufacturing, by Region, 2020-2034 (USD Billion)
  • 7.7. Healthcare and Life Sciences
    • 7.7.1. Global AI in Environmental Sustainability Market, by Healthcare and Life Sciences, by Region, 2020-2034 (USD Billion)
  • 7.8. Government and Public Sector
    • 7.8.1. Global AI in Environmental Sustainability Market, by Government and Public Sector, by Region, 2020-2034 (USD Billion)
  • 7.9. Retail and Consumer Goods
    • 7.9.1. Global AI in Environmental Sustainability Market, by Retail and Consumer Goods, by Region, 2020-2034 (USD Billion)
  • 7.10. Education and Research
    • 7.10.1. Global AI in Environmental Sustainability Market, by Education and Research, by Region, 2020-2034 (USD Billion)
  • 7.11. Others
    • 7.11.1. Global AI in Environmental Sustainability Market, by Others, by Region, 2020-2034 (USD Billion)

8. Global AI in Environmental Sustainability Market, by Geography

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. AI in Environmental Sustainability Market Assessment, By Geography, 2020-2034 (USD Billion)
  • 8.3. AI in Environmental Sustainability Market - North America
    • 8.3.1. North America: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
    • 8.3.2. North America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
    • 8.3.3. North America: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.3.4. AI in Environmental Sustainability Market - U.S.
      • 8.3.4.1. U.S.: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.3.4.2. U.S.: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.3.4.3. U.S.: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.3.5. AI in Environmental Sustainability Market - Canada
      • 8.3.5.1. Canada: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.3.5.2. Canada: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.3.5.3. Canada: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • 8.4. AI in Environmental Sustainability Market - Europe
    • 8.4.1. Europe: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
    • 8.4.2. Europe: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
    • 8.4.3. Europe: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.4. AI in Environmental Sustainability Market - UK
      • 8.4.4.1. UK: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.4.2. UK: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.4.3. UK: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.5. AI in Environmental Sustainability Market - France
      • 8.4.5.1. France: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.5.2. France: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.5.3. France: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.6. AI in Environmental Sustainability Market - Germany
      • 8.4.6.1. Germany: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.6.2. Germany: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.6.3. Germany: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.7. AI in Environmental Sustainability Market - Italy
      • 8.4.7.1. Italy: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.7.2. Italy: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.7.3. Italy: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.8. AI in Environmental Sustainability Market - Spain
      • 8.4.8.1. Spain: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.8.2. Spain: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.8.3. Spain: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.9. AI in Environmental Sustainability Market - Netherlands
      • 8.4.9.1. Netherlands: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.9.2. Netherlands: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.9.3. Netherlands: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.10. AI in Environmental Sustainability Market - Russia
      • 8.4.10.1. Russia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.10.2. Russia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.10.3. Russia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.4.11. AI in Environmental Sustainability Market - Rest of Europe
      • 8.4.11.1. Rest of Europe: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.4.11.2. Rest of Europe: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.4.11.3. Rest of Europe: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • 8.5. AI in Environmental Sustainability Market - Asia Pacific
    • 8.5.1. Asia Pacific: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
    • 8.5.2. Asia Pacific: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
    • 8.5.3. Asia Pacific: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.4. AI in Environmental Sustainability Market - China
      • 8.5.4.1. China: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.4.2. China: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.4.3. China: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.5. AI in Environmental Sustainability Market - India
      • 8.5.5.1. India: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.5.2. India: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.5.3. India: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.6. AI in Environmental Sustainability Market - Malaysia
      • 8.5.6.1. Malaysia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.6.2. Malaysia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.6.3. Malaysia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.7. AI in Environmental Sustainability Market - Japan
      • 8.5.7.1. Japan: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.7.2. Japan: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.7.3. Japan: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.8. AI in Environmental Sustainability Market - Indonesia
      • 8.5.8.1. Indonesia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.8.2. Indonesia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.8.3. Indonesia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.9. AI in Environmental Sustainability Market - South Korea
      • 8.5.9.1. South Korea: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.9.2. South Korea: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.9.3. South Korea: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.10. AI in Environmental Sustainability Market - Australia
      • 8.5.10.1. Australia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.10.2. Australia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.10.3. Australia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.5.11. AI in Environmental Sustainability Market - Rest of Asia Pacific
      • 8.5.11.1. Rest of Asia Pacific: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.5.11.2. Rest of Asia Pacific: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.5.11.3. Rest of Asia Pacific: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • 8.6. AI in Environmental Sustainability Market - Middle East & Africa
    • 8.6.1. Middle East & Africa: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
    • 8.6.2. Middle East & Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
    • 8.6.3. Middle East & Africa: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.6.4. AI in Environmental Sustainability Market - Saudi Arabia
      • 8.6.4.1. Saudi Arabia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.6.4.2. Saudi Arabia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.6.4.3. Saudi Arabia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.6.5. AI in Environmental Sustainability Market - UAE
      • 8.6.5.1. UAE: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.6.5.2. UAE: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.6.5.3. UAE: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.6.6. AI in Environmental Sustainability Market - Israel
      • 8.6.6.1. Israel: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.6.6.2. Israel: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.6.6.3. Israel: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.6.7. AI in Environmental Sustainability Market - South Africa
      • 8.6.7.1. South Africa: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.6.7.2. South Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.6.7.3. South Africa: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.6.8. AI in Environmental Sustainability Market - Rest of Middle East & Africa
      • 8.6.8.1. Rest of Middle East & Africa: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.6.8.2. Rest of Middle East & Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.6.8.3. Rest of Middle East & Africa: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • 8.7. AI in Environmental Sustainability Market - Latin America
    • 8.7.1. Latin America: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
    • 8.7.2. Latin America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
    • 8.7.3. Latin America: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.7.4. AI in Environmental Sustainability Market - Mexico
      • 8.7.4.1. Mexico: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.7.4.2. Mexico: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.7.4.3. Mexico: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.7.5. AI in Environmental Sustainability Market - Brazil
      • 8.7.5.1. Brazil: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.7.5.2. Brazil: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.7.5.3. Brazil: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.7.6. AI in Environmental Sustainability Market - Argentina
      • 8.7.6.1. Argentina: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.7.6.2. Argentina: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.7.6.3. Argentina: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
    • 8.7.7. AI in Environmental Sustainability Market - Rest of Latin America
      • 8.7.7.1. Rest of Latin America: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
      • 8.7.7.2. Rest of Latin America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
      • 8.7.7.3. Rest of Latin America: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)

9. Competitive Landscape

  • 9.1. Expansion and Acquisition Analysis
    • 9.1.1. Expansion
    • 9.1.2. Acquisitions
  • 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

  • 10.1. Accenture plc
    • 10.1.1. Company Overview
    • 10.1.2. Financial Performance
    • 10.1.3. Product Benchmarking
    • 10.1.4. Recent Development
  • 10.2. Amazon Web Services (AWS)
    • 10.2.1. Company Overview
    • 10.2.2. Financial Performance
    • 10.2.3. Product Benchmarking
    • 10.2.4. Recent Development
  • 10.3. C3.ai Inc.
    • 10.3.1. Company Overview
    • 10.3.2. Financial Performance
    • 10.3.3. Product Benchmarking
    • 10.3.4. Recent Development
  • 10.4. ClimateAI
    • 10.4.1. Company Overview
    • 10.4.2. Financial Performance
    • 10.4.3. Product Benchmarking
    • 10.4.4. Recent Development
  • 10.5. Enablon (Wolters Kluwer)
    • 10.5.1. Company Overview
    • 10.5.2. Financial Performance
    • 10.5.3. Product Benchmarking
    • 10.5.4. Recent Development
  • 10.6. Google LLC
    • 10.6.1. Company Overview
    • 10.6.2. Financial Performance
    • 10.6.3. Product Benchmarking
    • 10.6.4. Recent Development
  • 10.7. IBM Corporation
    • 10.7.1. Company Overview
    • 10.7.2. Financial Performance
    • 10.7.3. Product Benchmarking
    • 10.7.4. Recent Development
  • 10.8. Intel Corporation
    • 10.8.1. Company Overview
    • 10.8.2. Financial Performance
    • 10.8.3. Product Benchmarking
    • 10.8.4. Recent Development
  • 10.9. Microsoft Corporation
    • 10.9.1. Company Overview
    • 10.9.2. Financial Performance
    • 10.9.3. Product Benchmarking
    • 10.9.4. Recent Development
  • 10.10. NVIDIA Corporation
    • 10.10.1. Company Overview
    • 10.10.2. Financial Performance
    • 10.10.3. Product Benchmarking
    • 10.10.4. Recent Development
  • 10.11. SAP SE
    • 10.11.1. Company Overview
    • 10.11.2. Financial Performance
    • 10.11.3. Product Benchmarking
    • 10.11.4. Recent Development
  • 10.12. Schneider Electric SE
    • 10.12.1. Company Overview
    • 10.12.2. Financial Performance
    • 10.12.3. Product Benchmarking
    • 10.12.4. Recent Development
  • 10.13. Siemens AG
    • 10.13.1. Company Overview
    • 10.13.2. Financial Performance
    • 10.13.3. Product Benchmarking
    • 10.13.4. Recent Development
  • 10.14. Wipro Limited
    • 10.14.1. Company Overview
    • 10.14.2. Financial Performance
    • 10.14.3. Product Benchmarking
    • 10.14.4. Recent Development

List of Tables:

  • Table 1 Global AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 2 Global AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 3 Global AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 4 North America: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 5 North America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 6 North America: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 7 U.S.: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 8 U.S.: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 9 U.S.: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 10 Canada: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 11 Canada: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 12 Canada: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 13 Europe: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 14 Europe: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 15 Europe: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 16 UK: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 17 UK: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 18 UK: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 19 France: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 20 France: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 21 France: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 22 Germany: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 23 Germany: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 24 Germany: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 25 Italy: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 26 Italy: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 27 Italy: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 28 Spain: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 29 Spain: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 30 Spain: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 31 Netherlands: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 32 Netherlands: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 33 Netherlands: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 34 Russia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 35 Russia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 36 Russia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 37 Rest of Europe: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 38 Rest of Europe: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 39 Rest of Europe: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 40 Asia Pacific: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 41 Asia Pacific: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 42 Asia Pacific: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 43 China: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 44 China: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 45 China: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 46 India: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 47 India: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 48 India: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 49 Malaysia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 50 Malaysia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 51 Malaysia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 52 Japan: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 53 Japan: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 54 Japan: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 55 Indonesia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 56 Indonesia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 57 Indonesia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 58 South Korea: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 59 South Korea: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 60 South Korea: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 61 Australia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 62 Australia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 63 Australia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 64 Rest of Asia Pacific: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 65 Rest of Asia Pacific: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 66 Rest of Asia Pacific: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 67 Middle East & Africa: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 68 Middle East & Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 69 Middle East & Africa: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 70 Saudi Arabia: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 71 Saudi Arabia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 72 Saudi Arabia: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 73 UAE: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 74 UAE: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 75 UAE: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 76 Israel: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 77 Israel: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 78 Israel: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 79 South Africa: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 80 South Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 81 South Africa: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 82 Rest of Middle East & Africa: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 83 Rest of Middle East & Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 84 Rest of Middle East & Africa: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 85 Latin America: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 86 Latin America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 87 Latin America: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 88 Mexico: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 89 Mexico: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 90 Mexico: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 91 Brazil: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 92 Brazil: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 93 Brazil: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 94 Argentina: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 95 Argentina: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 96 Argentina: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)
  • Table 97 Rest of Latin America: AI in Environmental Sustainability Market, by Type, 2020-2034 (USD Billion)
  • Table 98 Rest of Latin America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
  • Table 99 Rest of Latin America: AI in Environmental Sustainability Market, by End-Use Industry, 2020-2034 (USD Billion)

List of Figures:

  • Figure 1. Global AI in Environmental Sustainability Market, 2020-2034 (USD Billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Price
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Type
  • Figure 7. Global AI in Environmental Sustainability Market, by Type, 2024 & 2034 (USD Billion)
  • Figure 8. Market by Application
  • Figure 9. Global AI in Environmental Sustainability Market, by Application, 2024 & 2034 (USD Billion)
  • Figure 10. Market by End-Use Industry
  • Figure 11. Global AI in Environmental Sustainability Market, by End-Use Industry, 2024 & 2034 (USD Billion)