AI In Environmental Sustainability Market Size, Share & Trends Analysis Report By Application, By Technology, By End Use, By Region, And Segment Forecasts, 2025

List of Tables

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

Product Code: GVR-4-68040-692-6

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

Product Code: GVR-4-68040-692-6

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

AI In Environmental Sustainability Market Size, Share & Trends Analysis Report By Application, By Technology, By End Use, By Region, And Segment Forecasts, 2025 - 2033

Description

Table of Contents

List of Tables

Table of Contents

Chapter 1. Methodology and Scope

Chapter 2. Executive Summary

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

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

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

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

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

Chapter 8. Competitive Landscape

List of Tables

List of Figures