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市场调查报告书
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1789890

人工智慧在环境永续性市场规模、份额和趋势分析报告：按应用、技术、最终用途、地区和细分市场预测，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个工作天内

价格

人工智慧在环境永续性市场的摘要

预计 2024 年环境永续性人工智慧的全球市场规模将达到 165.5 亿美元，到 2033 年将达到 840.3 亿美元，2025 年至 2033 年的复合年增长率为 19.8%。随着政府和产业优先采用数据主导的方法来应对环境挑战，该产业正在不断扩大。

即时环境数据的日益普及，推动了人工智慧工具在监测和回应方面的应用。各组织机构正在部署机器学习模型，以优化能源消耗、减少排放，并更有效地管理自然资源。人工智慧演算法的进步使各行各业能够更快、更准确地做出环境决策。

业界越来越注重降低数位基础设施的能耗。人工智慧工作负载的快速成长推动了对高效能、节能资料中心的需求。日益增长的环境问题促使企业采用更环保的技术。液体冷却和人工智慧主导的优化工具在资料中心设计中变得越来越普遍。企业正在寻求平衡计算需求和减少碳排放的方法。这种转变支持长期永续性目标，同时提高营运效率。各公司正积极合作，开发先进的、节能的人工智慧基础设施解决方案。例如，2024 年 12 月，全球能源管理和自动化公司Schneider Electric与 NVIDIA Corporation 合作，共同开发以人工智慧为中心的永续资料中心能源和冷却解决方案，将冷却能耗降低约 20%。此次合作包括支援高密度人工智慧工作负载的参考设计，该设计已用于建造节能基础设施。

个人保健产品配方正在透过人工智慧主导的永续进行变革。企业正在使用人工智慧分析大量的成分和配方资料集，从而在保持高性能和安全性的同时实现更快的创新。人工智慧有助于识别生物基和循环经济相容材料。人工智慧支援减少能源使用和材料浪费的目标。这些努力与消费者对环保产品日益增长的需求不谋而合。一些公司正在建造客製化的人工智慧模型，以使用永续原材料重新製造化妆品。例如，2025 年 1 月，IBM 公司与法国跨国个人护理公司欧莱雅合作，建立了一个基于人工智慧的客製化生成模型，以使用永续原料改进化妆品配方。此次伙伴关係旨在加强产品创新，同时减少能源和材料浪费，以支持欧莱雅的 2030 年永续性目标。

人工智慧增强的环境监测和警报系统正在改善环境风险的侦测和管理方式。这些系统使用机器学习演算法，即时处理来自卫星、物联网感测器和气象站的数据。透过识别模式和异常，人工智慧有助于预测洪水、野火、干旱和污染高峰等事件。这提高了向社区和当局发出警报的及时性和准确性。人工智慧模型也有助于识别森林砍伐、非法采矿和水污染的来源。这些洞察有助于加快政策回应和执法行动。预测工具支援更好地规划灾害缓解和紧急应变。各国政府和环境机构正在整合这些工具，以增强其应对气候相关干扰的能力。这些系统减少了人力和错误，同时提高了业务效率。

目录

第一章调查方法与范围

第二章执行摘要

3. 环境永续性市场中的人工智慧变数、趋势和范围

  • 全球人工智慧市场对环境永续性的展望
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 波特五力分析
    • 供应商权力
    • 购买力
    • 替代威胁
    • 来自新进入者的威胁
    • 竞争对手之间的竞争
  • PESTEL分析
    • 政局
    • 经济情势
    • 社会状况
    • 技术格局
    • 环境状况
    • 法律状况

4. 人工智慧在环境永续性市场的应用评估与预测

  • 环境永续性市场中的人工智慧：2024 年和 2033 年应用趋势分析
    • 缓解气候变化
    • 可再生能源优化
    • 废弃物管理
    • 水资源管理
    • 生物多样性和野生动物监测
    • 精密农业
    • 空气品质监测
    • 自然灾害预测与反应

5. 环境永续性市场中的人工智慧：技术评估与预测

  • 环境永续性市场中的人工智慧：2024 年和 2033 年技术变革分析
    • 机器学习
    • 电脑视觉
    • 自然语言处理
    • 预测分析
    • 强化学习

6. 人工智慧在环境永续性市场的应用：最终用途估计与预测

  • 环境永续性市场中的人工智慧：2024 年和 2033 年最终用途变化分析
    • 政府和公共部门
    • 能源与公共产业
    • 农业
    • 运输/物流
    • 製造业

7. 环境永续性市场中的人工智慧：区域估计与预测

  • 2024 年和 2033 年人工智慧在环境永续性市场占有率
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争态势

  • 主要市场参与企业的近期趋势和影响分析
  • 供应商格局
    • 公司分类
    • 主要经销商和通路合作伙伴名单
    • 潜在客户名单/清单
  • 竞争动态
    • 竞争基准化分析
    • 战略地图
    • 热图分析
  • 公司简介
    • 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