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市場調查報告書
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1789890

人工智慧在環境永續性市場規模、佔有率和趨勢分析報告：按應用、技術、最終用途、地區和細分市場預測，2025 年至 2033 年

AI In Environmental Sustainability Market Size, Share & Trends Analysis Report By Application, By Technology, By End Use, By Region, And Segment Forecasts, 2025 - 2033
出版日期: | 出版商: Grand View Research | 英文 200 Pages | 商品交期: 2-10個工作天內

價格

人工智慧在環境永續性市場的摘要

預計 2024 年環境永續性人工智慧的全球市場規模將達到 165.5 億美元，到 2033 年將達到 840.3 億美元，2025 年至 2033 年的複合年成長率為 19.8%。隨著政府和產業優先採用數據主導的方法來應對環境挑戰，該產業正在不斷擴大。

即時環境數據的日益普及，推動了人工智慧工具在監測和回應方面的應用。各組織機構正在部署機器學習模型，以最佳化能源消耗、減少排放，並更有效地管理自然資源。人工智慧演算法的進步使各行各業能夠更快、更準確地做出環境決策。

業界越來越注重降低數位基礎設施的能耗。人工智慧工作負載的快速成長推動了對高效能、節能資料中心的需求。日益成長的環境問題促使企業採用更環保的技術。液體冷卻和人工智慧主導的最佳化工具在資料中心設計中變得越來越普遍。企業正在尋求平衡計算需求和減少碳排放的方法。這種轉變支持長期永續性目標，同時提高營運效率。各公司正積極合作，開發先進的、節能的人工智慧基礎設施解決方案。例如，2024 年 12 月，全球能源管理和自動化公司Schneider Electric與 NVIDIA Corporation 合作，共同開發以人工智慧為中心的永續資料中心能源和冷卻解決方案，將冷卻能耗降低約 20%。此次合作包括支援高密度人工智慧工作負載的參考設計，該設計已用於建造節能基礎設施。

個人保健產品配方正在透過人工智慧主導的永續進行變革。企業正在使用人工智慧分析大量的成分和配方資料集，從而在保持高性能和安全性的同時實現更快的創新。人工智慧有助於識別生物基和循環經濟相容材料。人工智慧支援減少能源使用和材料浪費的目標。這些努力與消費者對環保產品日益成長的需求不謀而合。一些公司正在建造客製化的人工智慧模型，以使用永續原料重新製造化妝品。例如，2025 年 1 月，IBM 公司與法國跨國個人護理公司歐萊雅合作，建立了一個基於人工智慧的客製化生成模型，以使用永續原料改進化妝品配方。此次夥伴關係旨在加強產品創新，同時減少能源和材料浪費，以支持歐萊雅的 2030 年永續性目標。

人工智慧增強的環境監測和警報系統正在改善環境風險的偵測和管理方式。這些系統使用機器學習演算法，即時處理來自衛星、物聯網感測器和氣象站的數據。透過識別模式和異常，人工智慧有助於預測洪水、野火、乾旱和污染高峰等事件。這提高了向社區和當局發出警報的及時性和準確性。人工智慧模型也有助於識別森林砍伐、非法採礦和水污染的來源。這些洞察有助於加快政策回應和執法行動。預測工具支援更好地規劃災害緩解和緊急應變。各國政府和環境機構正在整合這些工具，以增強其應對氣候相關干擾的能力。這些系統減少了人力和錯誤，同時提高了業務效率。

目錄

第1章調查方法與範圍

第2章執行摘要

3. 環境永續性市場中的人工智慧變數、趨勢和範圍

  • 全球人工智慧市場對環境永續性的展望
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 波特五力分析
    • 供應商權力
    • 購買力
    • 替代威脅
    • 來自新進入者的威脅
    • 競爭對手之間的競爭
  • PESTEL分析
    • 政局
    • 經濟情勢
    • 社會狀況
    • 技術格局
    • 環境狀況
    • 法律狀況

4. 人工智慧在環境永續性市場的應用評估與預測

  • 環境永續性市場中的人工智慧：2024 年和 2033 年應用趨勢分析
    • 緩解氣候變化
    • 可再生能源最佳化
    • 廢棄物管理
    • 水資源管理
    • 生物多樣性和野生動物監測
    • 精密農業
    • 空氣品質監測
    • 自然災害預測與反應

5. 環境永續性市場中的人工智慧：技術評估與預測

  • 環境永續性市場中的人工智慧：2024 年和 2033 年技術變革分析
    • 機器學習
    • 電腦視覺
    • 自然語言處理
    • 預測分析
    • 強化學習

6. 人工智慧在環境永續性市場的應用：最終用途估計與預測

  • 環境永續性市場中的人工智慧：2024 年和 2033 年最終用途變化分析
    • 政府和公共部門
    • 能源與公共產業
    • 農業
    • 運輸/物流
    • 製造業

7. 環境永續性市場中的人工智慧：區域估計與預測

  • 2024 年和 2033 年人工智慧在環境永續性市場佔有率
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭態勢

  • 主要市場參與企業的近期趨勢和影響分析
  • 供應商格局
    • 公司分類
    • 主要經銷商和通路合作夥伴名單
    • 潛在客戶名單/清單
  • 競爭動態
    • 競爭基準化分析
    • 戰略地圖
    • 熱圖分析
  • 公司簡介
    • Amazon Web Services, Inc.
    • Cisco Systems, Inc.
    • Google LLC
    • Hitachi, Ltd.
    • IBM Corporation
    • Microsoft
    • NVIDIA Corporation
    • Oracle Corporation
    • Schneider Electric
    • Siemens
Product Code: GVR-4-68040-692-6

AI In Environmental Sustainability Market Summary

The global AI in environmental sustainability market size was valued at USD 16.55 billion in 2024 and is projected to reach USD 84.03 billion by 2033, growing at a CAGR of 19.8% from 2025 to 2033. The industry is expanding as governments and industries prioritize data-driven approaches to tackle environmental challenges.

Increasing availability of real-time environmental data is driving the adoption of AI tools for monitoring and response. Organizations are deploying machine learning models to optimize energy consumption, reduce emissions, and manage natural resources more efficiently. Advancements in AI algorithms are enabling faster, more accurate environmental decision-making across multiple sectors.

The industry is seeing increased focus on reducing energy consumption across digital infrastructure. Rapid expansion of AI workloads is prompting the need for data centers that are both high-performance and energy-efficient. Rising environmental concerns are encouraging organizations to adopt greener technologies. Liquid cooling and AI-driven optimization tools are becoming more common in data center design. Companies are seeking ways to balance computational demand with carbon footprint reduction. This shift supports long-term sustainability goals while improving operational efficiency. Companies are actively partnering to develop advanced, energy-conscious AI infrastructure solutions. For instance, in December 2024, Schneider Electric, a global energy management and automation company, partnered with NVIDIA Corporation to co-develop AI-focused energy and cooling solutions for sustainable data centers to reduce cooling energy usage by about 20%. This partnership includes reference designs that support high-density AI workloads and are already being used to build energy-efficient infrastructure.

Personal care product formulation is being transformed through AI-driven sustainable development. Companies are using AI to analyze large datasets of ingredients and formulations. This enables faster innovation while maintaining high performance and safety. AI helps identify bio-based and circular economy-compatible materials. It supports goals for reducing energy use and material waste. These efforts align with rising consumer demand for eco-conscious products. Several companies are building custom AI models to reformulate cosmetics using sustainable raw materials. For instance, in January 2025, IBM Corporation partnered with L'Oreal, a French multinational personal care company, to create a custom generative AI foundation model to improve cosmetic formulations using sustainable raw materials. This partnership aims to enhance product innovation while reducing energy and material waste in support of L'Oreal's 2030 sustainability goals.

AI-enhanced environmental monitoring and early warning systems are improving the way environmental risks are detected and managed. These systems use machine learning algorithms to process data from satellites, IoT sensors, and weather stations in real time. By identifying patterns and anomalies, AI helps predict events such as floods, wildfires, droughts, and pollution spikes. This improves the timeliness and accuracy of warnings issued to communities and authorities. AI models also assist in identifying sources of deforestation, illegal mining, and water contamination. Such insights enable faster policy responses and enforcement actions. Predictive tools support better planning for disaster mitigation and emergency response. Governments and environmental agencies are integrating these tools to enhance resilience against climate-related disruptions. These systems reduce human effort and error while improving operational efficiency.

Global AI In Environmental Sustainability Market Report Segmentation

This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends and opportunities in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global AI in environmental sustainability market report on the basis of application, technology, end use, and region.

  • Application Outlook (Revenue, USD Billion, 2021 - 2033)
  • Climate Change Mitigation
  • Renewable Energy Optimization
  • Waste Management
  • Water Resource Management
  • Biodiversity & Wildlife Monitoring
  • Precision Agriculture
  • Air Quality Monitoring
  • Natural Disaster Prediction & Response
  • Technology Outlook (Revenue, USD Billion, 2021 - 2033)
  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • Predictive Analytics
  • Reinforcement Learning
  • End Use Outlook (Revenue, USD Billion, 2021 - 2033)
  • Government & Public Sector
  • Energy & Utilities
  • Agriculture
  • Transportation & Logistics
  • Manufacturing
  • Regional Outlook (Revenue, USD Billion, 2021 - 2033)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • Middle East & Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. AI in Environmental Sustainability Market Variables, Trends & Scope

  • 3.1. Global AI in Environmental Sustainability Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. AI in Environmental Sustainability Market: Application Estimates & Forecasts

  • 4.1. AI in Environmental Sustainability Market: Application Movement Analysis, 2024 & 2033
    • 4.1.1. Climate Change Mitigation
      • 4.1.1.1. Climate Change Mitigation Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.2. Renewable Energy Optimization
      • 4.1.2.1. Renewable Energy Optimization Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.3. Waste Management
      • 4.1.3.1. Waste Management Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.4. Water Resource Management
      • 4.1.4.1. Water Resource Management Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.5. Biodiversity & Wildlife Monitoring
      • 4.1.5.1. Biodiversity & Wildlife Monitoring Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.6. Precision Agriculture
      • 4.1.6.1. Precision Agriculture Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.7. Air Quality Monitoring
      • 4.1.7.1. Air Quality Monitoring Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.8. Natural Disaster Prediction & Response
      • 4.1.8.1. Natural Disaster Prediction & Response Monitoring Market estimates and forecast, 2021 - 2033 (USD Billion)

Chapter 5. AI in Environmental Sustainability Market: Technology Estimates & Forecasts

  • 5.1. AI in Environmental Sustainability Market: Technology Movement Analysis, 2024 & 2033
    • 5.1.1. Machine Learning
      • 5.1.1.1. Machine Learning Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.2. Computer Vision
      • 5.1.2.1. Computer Vision Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.3. Natural Language Processing
      • 5.1.3.1. Natural Language Processing Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.4. Predictive Analytics
      • 5.1.4.1. Predictive Analytics Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.5. Reinforcement Learning
      • 5.1.5.1. Reinforcement Learning Market estimates and forecast, 2021 - 2033 (USD Billion)

Chapter 6. AI in Environmental Sustainability Market: End Use Outlook Estimates & Forecasts

  • 6.1. AI in Environmental Sustainability Market: End Use Movement Analysis, 2024 & 2033
    • 6.1.1. Government & Public Sector
      • 6.1.1.1. Government & Public Sector Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.2. Energy & Utilities
      • 6.1.2.1. Energy & Utilities Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.3. Agriculture
      • 6.1.3.1. Agriculture Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.4. Transportation & Logistics
      • 6.1.4.1. Transportation & Logistics Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.5. Manufacturing
      • 6.1.5.1. Manufacturing Market estimates and forecast, 2021 - 2033 (USD Billion)

Chapter 7. AI in Environmental Sustainability Market: Regional Estimates & Trend Analysis

  • 7.1. AI in Environmental Sustainability Market Share, By Region, 2024 & 2033 (USD Billion)
  • 7.2. North America
    • 7.2.1. North America AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.1.1. North America AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.2.1.2. North America AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.1.3. North America AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.1.4. North America AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.2.2. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.2.3. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.2.4. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.2.3. Canada
      • 7.2.3.1. Canada AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.3.2. Canada AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.3.3. Canada AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.3.4. Canada AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.4.2. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.4.3. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.4.4. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.3. Europe
    • 7.3.1. Europe AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.1.1. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.3.1.2. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.1.3. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.1.4. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.3.2. U.K.
      • 7.3.2.1. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.2.2. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.2.3. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.2.4. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.3.3. Germany
      • 7.3.3.1. Germany AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.3.2. Germany AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.3.3. Germany AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.3.4. Germany AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.3.4. France
      • 7.3.4.1. France AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.4.2. France AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.4.3. France AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.4.4. France AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.1.1. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.4.1.2. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.1.3. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.1.4. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.2. China
      • 7.4.2.1. China AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.2.2. China AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.2.3. China AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.2.4. China AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.3. Japan
      • 7.4.3.1. Japan AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.3.2. Japan AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.3.3. Japan AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.3.4. Japan AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.4. India
      • 7.4.4.1. India AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.4.2. India AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.4.3. India AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.4.4. India AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.5. Australia
      • 7.4.5.1. Australia AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.5.2. Australia AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.5.3. Australia AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.5.4. Australia AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.6. South Korea
      • 7.4.6.1. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.6.2. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.6.3. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.6.4. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.5. Latin America
    • 7.5.1. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.5.1.1. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.5.1.2. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.5.1.3. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.5.1.4. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.5.2.2. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.5.2.3. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.5.2.4. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.1.1. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.6.1.2. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.1.3. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.1.4. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.6.2. KSA
      • 7.6.2.1. KSA AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.2.2. KSA AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.2.3. KSA AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.2.4. KSA AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.6.3. UAE
      • 7.6.3.1. UAE AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.3.2. UAE AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.3.3. UAE AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.3.4. UAE AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.4.2. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.4.3. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.4.4. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2. Vendor Landscape
    • 8.2.1. Company categorization
    • 8.2.2. List of Key Distributors and channel Partners
    • 8.2.3. List of Potential Customers/Listing
  • 8.3. Competitive Dynamics
    • 8.3.1. Competitive Benchmarking
    • 8.3.2. Strategy Mapping
    • 8.3.3. Heat Map Analysis
  • 8.4. Company Profiles/Listing
    • 8.4.1. Amazon Web Services, Inc.
      • 8.4.1.1. Participant's overview
      • 8.4.1.2. Financial performance
      • 8.4.1.3. Product benchmarking
      • 8.4.1.4. Strategic initiatives
    • 8.4.2. Cisco Systems, Inc.
      • 8.4.2.1. Participant's overview
      • 8.4.2.2. Financial performance
      • 8.4.2.3. Product benchmarking
      • 8.4.2.4. Strategic initiatives
    • 8.4.3. Google LLC
      • 8.4.3.1. Participant's overview
      • 8.4.3.2. Financial performance
      • 8.4.3.3. Product benchmarking
      • 8.4.3.4. Strategic initiatives
    • 8.4.4. Hitachi, Ltd.
      • 8.4.4.1. Participant's overview
      • 8.4.4.2. Financial performance
      • 8.4.4.3. Product benchmarking
      • 8.4.4.4. Strategic initiatives
    • 8.4.5. IBM Corporation
      • 8.4.5.1. Participant's overview
      • 8.4.5.2. Financial performance
      • 8.4.5.3. Product benchmarking
      • 8.4.5.4. Strategic initiatives
    • 8.4.6. Microsoft
      • 8.4.6.1. Participant's overview
      • 8.4.6.2. Financial performance
      • 8.4.6.3. Product benchmarking
      • 8.4.6.4. Strategic initiatives
    • 8.4.7. NVIDIA Corporation
      • 8.4.7.1. Participant's overview
      • 8.4.7.2. Financial performance
      • 8.4.7.3. Product benchmarking
      • 8.4.7.4. Strategic initiatives
    • 8.4.8. Oracle Corporation
      • 8.4.8.1. Participant's overview
      • 8.4.8.2. Financial performance
      • 8.4.8.3. Product benchmarking
      • 8.4.8.4. Strategic initiatives
    • 8.4.9. Schneider Electric
      • 8.4.9.1. Participant's overview
      • 8.4.9.2. Financial performance
      • 8.4.9.3. Product benchmarking
      • 8.4.9.4. Strategic initiatives
    • 8.4.10. Siemens
      • 8.4.10.1. Participant's overview
      • 8.4.10.2. Financial performance
      • 8.4.10.3. Product benchmarking
      • 8.4.10.4. Strategic initiatives

List of Tables

  • Table 1. Global AI in Environmental Sustainability market estimates and forecasts, by region, 2021 - 2033 (USD Billion)
  • Table 2. Global AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 3. Global AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 4. Global AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 5. North America AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 6. North America AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 7. North America AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 8. North America AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 9. U.S. AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 10. U.S. AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 11. U.S. AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 12. Canada AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 13. Canada AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 14. Canada AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 15. Mexico AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 16. Mexico AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 17. Mexico AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 18. Europe AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 19. Europe AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 20. Europe AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 21. Europe AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 22. UK AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 23. UK AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 24. UK AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 25. Germany AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 26. Germany AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 27. Germany AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 28. France AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 29. France AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 30. France AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 31. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 32. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 33. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 34. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 35. China AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 36. China AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 37. China AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 38. Japan AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 39. Japan AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 40. Japan AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 41. India AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 42. India AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 43. India AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 44. Australia AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 45. Australia AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 46. Australia AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 47. South Korea AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 48. South Korea AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 49. South Korea AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 50. Latin America AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 51. Latin America AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 52. Latin America AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 53. Latin America AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 54. Brazil AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 55. Brazil AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 56. Brazil AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 57. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 58. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 59. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 60. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 61. Saudi Arabia AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 62. Saudi Arabia AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 63. Saudi Arabia AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 64. UAE AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 65. UAE AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 66. UAE AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 67. South Africa AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 68. South Africa AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 69. South Africa AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)

List of Figures

  • Fig. 1 AI in Environmental Sustainability market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 AI in Environmental Sustainability market snapshot
  • Fig. 9 AI in Environmental Sustainability market segment snapshot
  • Fig. 10 AI in Environmental Sustainability market competitive sector snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 AI in Environmental Sustainability market: Application outlook key takeaways (USD Billion)
  • Fig. 15 AI in Environmental Sustainability market: Application movement analysis 2024 & 2033 (USD Billion)
  • Fig. 16 Climate Change Mitigation market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 17 Renewable Energy Optimization market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 18 Waste Management market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 19 Water Resource Management market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 20 Biodiversity & Wildlife Monitoring market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 21 Precision Agriculture market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 22 Air Quality Monitoring market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 23 Natural Disaster Prediction & Response market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 24 AI in Environmental Sustainability market: Technology outlook key takeaways (USD Billion)
  • Fig. 25 AI in Environmental Sustainability market: Technology movement analysis 2024 & 2033 (USD Billion)
  • Fig. 26 Machine Learning market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 27 Computer Vision market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 28 Natural Language Processing market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 29 Predictive Analytics market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 30 Reinforcement Learning market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 31 AI in Environmental Sustainability market: End Use outlook key takeaways (USD Billion)
  • Fig. 32 AI in Environmental Sustainability market: End Use movement analysis 2024 & 2033 (USD Billion)
  • Fig. 33 Government & Public Sector market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 34 Energy & Utilities market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 35 Agriculture market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 36 Transportation & Logistics market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 37 Manufacturing market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 38 AI in Environmental Sustainability market: Regional outlook, 2024 & 2033 (USD Billion)
  • Fig. 39 North America AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 40 U.S. AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 41 Canada AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 42 Mexico AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 43 Europe AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 44 U.K. AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 45 Germany AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 46 France AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 47 Asia Pacific AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 48 China AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 49 Japan AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 50 India AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 51 Australia AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 52 South Korea AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 53 Latin America AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 54 Brazil AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 55 MEA AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 56 KSA AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 57 UAE AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 58 South Africa AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 59 Strategy framework
  • Fig. 60 Company Categorization