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Published Date: 2025-08-07 | Pages: 72 | Tables: 78 | New Technology
The global market for AI In Environmental Sustainability was valued at US$ 16.7 million in the year 2024 and is projected to reach a revised size of US$ 63.5 million by 2031, growing at a CAGR of 20.3% during the forecast period.
AI in environmental sustainability refers to the application of artificial intelligence technologies to monitor, manage, and improve ecological and environmental conditions. It involves using machine learning, computer vision, and data analytics to enhance decision-making, optimize resource use, reduce emissions, and support conservation efforts.
The market for AI in environmental sustainability is growing steadily as governments, industries, and research institutions increasingly adopt intelligent technologies to address climate and ecological challenges. AI is being integrated into areas such as air and water quality monitoring, renewable energy optimization, wildlife protection, and waste management. Businesses are leveraging AI to reduce their environmental footprint and improve compliance with sustainability regulations. As environmental risks become more urgent, AI offers scalable and predictive tools that support smarter environmental strategies and more effective policy enforcement. Continued advancements in AI models and sensor technologies are making these solutions more accurate, accessible, and affordable for a range of stakeholders, from public agencies to private enterprises.
This report aims to provide a comprehensive presentation of the global market for AI In Environmental Sustainability, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI In Environmental Sustainability.
The AI In Environmental Sustainability market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI In Environmental Sustainability market comprehensively. Regional market sizes, concerning products by Type, by Application, by End Use and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the AI In Environmental Sustainability companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Amazon Web Services, Inc.
Cisco Systems, Inc.
Google LLC
Hitachi, Ltd.
IBM Corporation
Microsoft
NVIDIA Corporation
Oracle Corporation
Schneider Electric
Siemens
Segment by Type
Machine Learning
Computer Vision
Natural Language Processing
Predictive Analytics
Reinforcement Learning
Segment by End Use
Government & Public Sector
Energy & Utilities
Agriculture
Transportation & Logistics
Manufacturing
Others
Segment by Application
Climate Change Mitigation
Renewable Energy Optimization
Waste Management
Water Resource Management
Biodiversity & Wildlife Monitoring
Precision Agriculture
Air Quality Monitoring
Natural Disaster Prediction & Response
By Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia & New Zealand
Europe
Germany
France
U.K.
Italy
Ireland
Russia
Rest of Europe
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Israel
United Arab Emirates (UAE)
Saudi Arabia
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, by End Use etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of AI In Environmental Sustainability company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
Research Methodology
The research methodology employed has been subjected by numerous procedures in order to guarantee the quality and accuracy of the data contained within the reports. The analysts are employed full-time and received more than six months training to satisfy the standard of our company. Our methodology can be divided into five stages:
★Stage 1 SECONDARY RESEARCH
The research team first collaborates with magazines, trade associations and administrative departments in the research field. The information provided by our internal documentation service is helpful for our further research. Our team has a wealth of experience and knowledge, and can effectively extract accurate information from existing resources.
★Stage 2 PRIMARY RESEARCH:INTERVIEWS WITH TRADE SOURCES
After the first stage, the research team conducts a large number of face-to-face or telephone interviews with representative companies working in the research field. Analysts are trying to have an opportunity to talk to leading companies and small companies in the field. Upstream suppliers, manufacturers, distributors, importers, installers, wholesalers and consumers were included in the interview. The data collected during the interview were then carefully examined and compared with the secondary study.
★Stage 3 ANALYSIS OF THE GATHERED DATA
The analysis team examines and synthesizes the data collected in the first two stages. In order to validate the data, a second round of interviews can be conducted.
★Stage 4 QUANTITATIVE DATA
The quantitative data such as market estimates, production and capacity of manufacturer, market forecasts and investment feasibility is provided by our company. The data is based on the estimates obtained during stage 3.
★Stage 5 QUALITY CONTROL
Before publishing, each report undergoes a rigorous review and editing process, which is done by the experience management team to ensure the reliability of the published data. Every analyst on the research team receives support and continuous training as part of our internal quality process.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI In Environmental Sustainability Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Machine Learning
1.2.3 Computer Vision
1.2.4 Natural Language Processing
1.2.5 Predictive Analytics
1.2.6 Reinforcement Learning
1.3 Market by End Use
1.3.1 Global AI In Environmental Sustainability Market Size Growth Rate by End Use: 2020 VS 2024 VS 2031
1.3.2 Government & Public Sector
1.3.3 Energy & Utilities
1.3.4 Agriculture
1.3.5 Transportation & Logistics
1.3.6 Manufacturing
1.3.7 Others
1.4 Market by Application
1.4.1 Global AI In Environmental Sustainability Market Growth by Application: 2020 VS 2024 VS 2031
1.4.2 Climate Change Mitigation
1.4.3 Renewable Energy Optimization
1.4.4 Waste Management
1.4.5 Water Resource Management
1.4.6 Biodiversity & Wildlife Monitoring
1.4.7 Precision Agriculture
1.4.8 Air Quality Monitoring
1.4.9 Natural Disaster Prediction & Response
1.5 Assumptions and Limitations
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends
2.1 Global AI In Environmental Sustainability Market Perspective (2020-2031)
2.2 Global AI In Environmental Sustainability Growth Trends by Region
2.2.1 Global AI In Environmental Sustainability Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 AI In Environmental Sustainability Historic Market Size by Region (2020-2025)
2.2.3 AI In Environmental Sustainability Forecasted Market Size by Region (2026-2031)
2.3 AI In Environmental Sustainability Market Dynamics
2.3.1 AI In Environmental Sustainability Industry Trends
2.3.2 AI In Environmental Sustainability Market Drivers
2.3.3 AI In Environmental Sustainability Market Challenges
2.3.4 AI In Environmental Sustainability Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI In Environmental Sustainability Players by Revenue
3.1.1 Global Top AI In Environmental Sustainability Players by Revenue (2020-2025)
3.1.2 Global AI In Environmental Sustainability Revenue Market Share by Players (2020-2025)
3.2 Global Top AI In Environmental Sustainability Players by Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by AI In Environmental Sustainability Revenue
3.4 Global AI In Environmental Sustainability Market Concentration Ratio
3.4.1 Global AI In Environmental Sustainability Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI In Environmental Sustainability Revenue in 2024
3.5 Global Key Players of AI In Environmental Sustainability Head office and Area Served
3.6 Global Key Players of AI In Environmental Sustainability, Product and Application
3.7 Global Key Players of AI In Environmental Sustainability, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 AI In Environmental Sustainability Breakdown Data by Type
4.1 Global AI In Environmental Sustainability Historic Market Size by Type (2020-2025)
4.2 Global AI In Environmental Sustainability Forecasted Market Size by Type (2026-2031)
5 AI In Environmental Sustainability Breakdown Data by Application
5.1 Global AI In Environmental Sustainability Historic Market Size by Application (2020-2025)
5.2 Global AI In Environmental Sustainability Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America AI In Environmental Sustainability Market Size (2020-2031)
6.2 North America AI In Environmental Sustainability Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America AI In Environmental Sustainability Market Size by Country (2020-2025)
6.4 North America AI In Environmental Sustainability Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI In Environmental Sustainability Market Size (2020-2031)
7.2 Europe AI In Environmental Sustainability Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe AI In Environmental Sustainability Market Size by Country (2020-2025)
7.4 Europe AI In Environmental Sustainability Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific AI In Environmental Sustainability Market Size (2020-2031)
8.2 Asia-Pacific AI In Environmental Sustainability Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific AI In Environmental Sustainability Market Size by Region (2020-2025)
8.4 Asia-Pacific AI In Environmental Sustainability Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America AI In Environmental Sustainability Market Size (2020-2031)
9.2 Latin America AI In Environmental Sustainability Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America AI In Environmental Sustainability Market Size by Country (2020-2025)
9.4 Latin America AI In Environmental Sustainability Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI In Environmental Sustainability Market Size (2020-2031)
10.2 Middle East & Africa AI In Environmental Sustainability Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa AI In Environmental Sustainability Market Size by Country (2020-2025)
10.4 Middle East & Africa AI In Environmental Sustainability Market Size by Country (2026-2031)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Amazon Web Services, Inc.
11.1.1 Amazon Web Services, Inc. Company Details
11.1.2 Amazon Web Services, Inc. Business Overview
11.1.3 Amazon Web Services, Inc. AI In Environmental Sustainability Introduction
11.1.4 Amazon Web Services, Inc. Revenue in AI In Environmental Sustainability Business (2020-2025)
11.1.5 Amazon Web Services, Inc. Recent Development
11.2 Cisco Systems, Inc.
11.2.1 Cisco Systems, Inc. Company Details
11.2.2 Cisco Systems, Inc. Business Overview
11.2.3 Cisco Systems, Inc. AI In Environmental Sustainability Introduction
11.2.4 Cisco Systems, Inc. Revenue in AI In Environmental Sustainability Business (2020-2025)
11.2.5 Cisco Systems, Inc. Recent Development
11.3 Google LLC
11.3.1 Google LLC Company Details
11.3.2 Google LLC Business Overview
11.3.3 Google LLC AI In Environmental Sustainability Introduction
11.3.4 Google LLC Revenue in AI In Environmental Sustainability Business (2020-2025)
11.3.5 Google LLC Recent Development
11.4 Hitachi, Ltd.
11.4.1 Hitachi, Ltd. Company Details
11.4.2 Hitachi, Ltd. Business Overview
11.4.3 Hitachi, Ltd. AI In Environmental Sustainability Introduction
11.4.4 Hitachi, Ltd. Revenue in AI In Environmental Sustainability Business (2020-2025)
11.4.5 Hitachi, Ltd. Recent Development
11.5 IBM Corporation
11.5.1 IBM Corporation Company Details
11.5.2 IBM Corporation Business Overview
11.5.3 IBM Corporation AI In Environmental Sustainability Introduction
11.5.4 IBM Corporation Revenue in AI In Environmental Sustainability Business (2020-2025)
11.5.5 IBM Corporation Recent Development
11.6 Microsoft
11.6.1 Microsoft Company Details
11.6.2 Microsoft Business Overview
11.6.3 Microsoft AI In Environmental Sustainability Introduction
11.6.4 Microsoft Revenue in AI In Environmental Sustainability Business (2020-2025)
11.6.5 Microsoft Recent Development
11.7 NVIDIA Corporation
11.7.1 NVIDIA Corporation Company Details
11.7.2 NVIDIA Corporation Business Overview
11.7.3 NVIDIA Corporation AI In Environmental Sustainability Introduction
11.7.4 NVIDIA Corporation Revenue in AI In Environmental Sustainability Business (2020-2025)
11.7.5 NVIDIA Corporation Recent Development
11.8 Oracle Corporation
11.8.1 Oracle Corporation Company Details
11.8.2 Oracle Corporation Business Overview
11.8.3 Oracle Corporation AI In Environmental Sustainability Introduction
11.8.4 Oracle Corporation Revenue in AI In Environmental Sustainability Business (2020-2025)
11.8.5 Oracle Corporation Recent Development
11.9 Schneider Electric
11.9.1 Schneider Electric Company Details
11.9.2 Schneider Electric Business Overview
11.9.3 Schneider Electric AI In Environmental Sustainability Introduction
11.9.4 Schneider Electric Revenue in AI In Environmental Sustainability Business (2020-2025)
11.9.5 Schneider Electric Recent Development
11.10 Siemens
11.10.1 Siemens Company Details
11.10.2 Siemens Business Overview
11.10.3 Siemens AI In Environmental Sustainability Introduction
11.10.4 Siemens Revenue in AI In Environmental Sustainability Business (2020-2025)
11.10.5 Siemens Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
Table 1. Global AI In Environmental Sustainability Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Machine Learning
Table 3. Key Players of Computer Vision
Table 4. Key Players of Natural Language Processing
Table 5. Key Players of Predictive Analytics
Table 6. Key Players of Reinforcement Learning
Table 7. Global AI In Environmental Sustainability Market Size Growth Rate by End Use (US$ Million): 2020 VS 2024 VS 2031
Table 8. Key Players of Government & Public Sector
Table 9. Key Players of Energy & Utilities
Table 10. Key Players of Agriculture
Table 11. Key Players of Transportation & Logistics
Table 12. Key Players of Manufacturing
Table 13. Key Players of Others
Table 14. Global AI In Environmental Sustainability Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 15. Global AI In Environmental Sustainability Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 16. Global AI In Environmental Sustainability Market Size by Region (2020-2025) & (US$ Million)
Table 17. Global AI In Environmental Sustainability Market Share by Region (2020-2025)
Table 18. Global AI In Environmental Sustainability Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 19. Global AI In Environmental Sustainability Market Share by Region (2026-2031)
Table 20. AI In Environmental Sustainability Market Trends
Table 21. AI In Environmental Sustainability Market Drivers
Table 22. AI In Environmental Sustainability Market Challenges
Table 23. AI In Environmental Sustainability Market Restraints
Table 24. Global AI In Environmental Sustainability Revenue by Players (2020-2025) & (US$ Million)
Table 25. Global AI In Environmental Sustainability Market Share by Players (2020-2025)
Table 26. Global Top AI In Environmental Sustainability Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI In Environmental Sustainability as of 2024)
Table 27. Ranking of Global Top AI In Environmental Sustainability Companies by Revenue (US$ Million) in 2024
Table 28. Global 5 Largest Players Market Share by AI In Environmental Sustainability Revenue (CR5 and HHI) & (2020-2025)
Table 29. Global Key Players of AI In Environmental Sustainability, Headquarters and Area Served
Table 30. Global Key Players of AI In Environmental Sustainability, Product and Application
Table 31. Global Key Players of AI In Environmental Sustainability, Date of Enter into This Industry
Table 32. Mergers & Acquisitions, Expansion Plans
Table 33. Global AI In Environmental Sustainability Market Size by Type (2020-2025) & (US$ Million)
Table 34. Global AI In Environmental Sustainability Revenue Market Share by Type (2020-2025)
Table 35. Global AI In Environmental Sustainability Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 36. Global AI In Environmental Sustainability Revenue Market Share by Type (2026-2031)
Table 37. Global AI In Environmental Sustainability Market Size by Application (2020-2025) & (US$ Million)
Table 38. Global AI In Environmental Sustainability Revenue Market Share by Application (2020-2025)
Table 39. Global AI In Environmental Sustainability Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 40. Global AI In Environmental Sustainability Revenue Market Share by Application (2026-2031)
Table 41. North America AI In Environmental Sustainability Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. North America AI In Environmental Sustainability Market Size by Country (2020-2025) & (US$ Million)
Table 43. North America AI In Environmental Sustainability Market Size by Country (2026-2031) & (US$ Million)
Table 44. Europe AI In Environmental Sustainability Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Europe AI In Environmental Sustainability Market Size by Country (2020-2025) & (US$ Million)
Table 46. Europe AI In Environmental Sustainability Market Size by Country (2026-2031) & (US$ Million)
Table 47. Asia-Pacific AI In Environmental Sustainability Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 48. Asia-Pacific AI In Environmental Sustainability Market Size by Region (2020-2025) & (US$ Million)
Table 49. Asia-Pacific AI In Environmental Sustainability Market Size by Region (2026-2031) & (US$ Million)
Table 50. Latin America AI In Environmental Sustainability Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 51. Latin America AI In Environmental Sustainability Market Size by Country (2020-2025) & (US$ Million)
Table 52. Latin America AI In Environmental Sustainability Market Size by Country (2026-2031) & (US$ Million)
Table 53. Middle East & Africa AI In Environmental Sustainability Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 54. Middle East & Africa AI In Environmental Sustainability Market Size by Country (2020-2025) & (US$ Million)
Table 55. Middle East & Africa AI In Environmental Sustainability Market Size by Country (2026-2031) & (US$ Million)
Table 56. Amazon Web Services, Inc. Company Details
Table 57. Amazon Web Services, Inc. Business Overview
Table 58. Amazon Web Services, Inc. AI In Environmental Sustainability Product
Table 59. Amazon Web Services, Inc. Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 60. Amazon Web Services, Inc. Recent Development
Table 61. Cisco Systems, Inc. Company Details
Table 62. Cisco Systems, Inc. Business Overview
Table 63. Cisco Systems, Inc. AI In Environmental Sustainability Product
Table 64. Cisco Systems, Inc. Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 65. Cisco Systems, Inc. Recent Development
Table 66. Google LLC Company Details
Table 67. Google LLC Business Overview
Table 68. Google LLC AI In Environmental Sustainability Product
Table 69. Google LLC Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 70. Google LLC Recent Development
Table 71. Hitachi, Ltd. Company Details
Table 72. Hitachi, Ltd. Business Overview
Table 73. Hitachi, Ltd. AI In Environmental Sustainability Product
Table 74. Hitachi, Ltd. Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 75. Hitachi, Ltd. Recent Development
Table 76. IBM Corporation Company Details
Table 77. IBM Corporation Business Overview
Table 78. IBM Corporation AI In Environmental Sustainability Product
Table 79. IBM Corporation Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 80. IBM Corporation Recent Development
Table 81. Microsoft Company Details
Table 82. Microsoft Business Overview
Table 83. Microsoft AI In Environmental Sustainability Product
Table 84. Microsoft Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 85. Microsoft Recent Development
Table 86. NVIDIA Corporation Company Details
Table 87. NVIDIA Corporation Business Overview
Table 88. NVIDIA Corporation AI In Environmental Sustainability Product
Table 89. NVIDIA Corporation Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 90. NVIDIA Corporation Recent Development
Table 91. Oracle Corporation Company Details
Table 92. Oracle Corporation Business Overview
Table 93. Oracle Corporation AI In Environmental Sustainability Product
Table 94. Oracle Corporation Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 95. Oracle Corporation Recent Development
Table 96. Schneider Electric Company Details
Table 97. Schneider Electric Business Overview
Table 98. Schneider Electric AI In Environmental Sustainability Product
Table 99. Schneider Electric Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 100. Schneider Electric Recent Development
Table 101. Siemens Company Details
Table 102. Siemens Business Overview
Table 103. Siemens AI In Environmental Sustainability Product
Table 104. Siemens Revenue in AI In Environmental Sustainability Business (2020-2025) & (US$ Million)
Table 105. Siemens Recent Development
Table 106. Research Programs/Design for This Report
Table 107. Key Data Information from Secondary Sources
Table 108. Key Data Information from Primary Sources
Table 109. Authors List of This Report
List of Figures
Figure 1. AI In Environmental Sustainability Picture
Figure 2. Global AI In Environmental Sustainability Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global AI In Environmental Sustainability Market Share by Type: 2024 VS 2031
Figure 4. Machine Learning Features
Figure 5. Computer Vision Features
Figure 6. Natural Language Processing Features
Figure 7. Predictive Analytics Features
Figure 8. Reinforcement Learning Features
Figure 9. Global AI In Environmental Sustainability Market Size Comparison by End Use (2020-2031) & (US$ Million)
Figure 10. Government & Public Sector Features
Figure 11. Energy & Utilities Features
Figure 12. Agriculture Features
Figure 13. Transportation & Logistics Features
Figure 14. Manufacturing Features
Figure 15. Others Features
Figure 16. Global AI In Environmental Sustainability Market Size by Application (2020-2031) & (US$ Million)
Figure 17. Global AI In Environmental Sustainability Market Share by Application: 2024 VS 2031
Figure 18. Climate Change Mitigation Case Studies
Figure 19. Renewable Energy Optimization Case Studies
Figure 20. Waste Management Case Studies
Figure 21. Water Resource Management Case Studies
Figure 22. Biodiversity & Wildlife Monitoring Case Studies
Figure 23. Precision Agriculture Case Studies
Figure 24. Air Quality Monitoring Case Studies
Figure 25. Natural Disaster Prediction & Response Case Studies
Figure 26. AI In Environmental Sustainability Report Years Considered
Figure 27. Global AI In Environmental Sustainability Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 28. Global AI In Environmental Sustainability Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 29. Global AI In Environmental Sustainability Market Share by Region: 2024 VS 2031
Figure 30. Global AI In Environmental Sustainability Market Share by Players in 2024
Figure 31. Global AI In Environmental Sustainability Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 32. The Top 10 and 5 Players Market Share by AI In Environmental Sustainability Revenue in 2024
Figure 33. North America AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. North America AI In Environmental Sustainability Market Share by Country (2020-2031)
Figure 35. United States AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Canada AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Europe AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Europe AI In Environmental Sustainability Market Share by Country (2020-2031)
Figure 39. Germany AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. France AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. U.K. AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Italy AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Russia AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Ireland AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Asia-Pacific AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Asia-Pacific AI In Environmental Sustainability Market Share by Region (2020-2031)
Figure 47. China AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Japan AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. South Korea AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. Southeast Asia AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 51. India AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 52. Australia & New Zealand AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 53. Latin America AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 54. Latin America AI In Environmental Sustainability Market Share by Country (2020-2031)
Figure 55. Mexico AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 56. Brazil AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 57. Middle East & Africa AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 58. Middle East & Africa AI In Environmental Sustainability Market Share by Country (2020-2031)
Figure 59. Israel AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 60. Saudi Arabia AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 61. UAE AI In Environmental Sustainability Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 62. Amazon Web Services, Inc. Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 63. Cisco Systems, Inc. Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 64. Google LLC Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 65. Hitachi, Ltd. Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 66. IBM Corporation Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 67. Microsoft Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 68. NVIDIA Corporation Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 69. Oracle Corporation Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 70. Schneider Electric Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 71. Siemens Revenue Growth Rate in AI In Environmental Sustainability Business (2020-2025)
Figure 72. Bottom-up and Top-down Approaches for This Report
Figure 73. Data Triangulation
Figure 74. Key Executives Interviewed
