Report cover image

AI in Environmental Sustainability Market Size, Share, Trends, Industry Analysis Report By Technology, By Application, By End User, and By Region – Market Forecast, 2025–2034

Published Sep 01, 2025
Length 129 Pages
SKU # PLRS20451466

Description

The AI in environmental sustainability market size is expected to reach USD 97.60 Billion by 2034, according to a new study by Polaris Market Research. The report “AI in Environmental Sustainability Market Share, Size, Trends, Industry Analysis Report: By Technology, By Application, By End User, and By Region; Market Forecast, 2025–2034” gives a detailed insight into current market dynamics and provides analysis on future market growth.

AI in environmental sustainability refers to the use of artificial intelligence tools to manage natural resources, monitor ecosystems, and reduce environmental impact. It is widely used in fields such as climate modeling, pollution detection, renewable energy systems, and biodiversity conservation. These solutions enable data-driven decision-making to support long-term ecological balance and sustainable practices.

The market growth is driven by the rising adoption of AI for climate change mitigation, expanding use in renewable energy optimization, strict environmental regulations, and growing investments in green technologies worldwide.

AI in Environmental Sustainability Market Report Highlights

Based on technology, the machine learning segment held the largest share due to its wide application in data-driven environmental analysis.

Based on application, the climate change mitigation segment held the dominant market share in 2024, owing to increasing deployment of AI tools for emission reduction and energy efficiency.

Based on end user, the government & public sector segment witnessed steady growth due to rising initiatives for sustainable policy implementation and resource management.

North America hold the largest share of the global AI in environmental sustainability market in 2024, fueled by strong government policies and high adoption of advanced technologies.

Asia Pacific witnessed steady growth due to rising climate challenges, and investments in clean energy projects.

A few global key market players include Microsoft Corporation, IBM Corporation, Google LLC, Amazon Web Services, Inc., Salesforce, Inc., Oracle Corporation, SAP SE, Hitachi, Ltd., Cisco Systems, Inc., NVIDIA Corporation, Schneider Electric, and Siemens AG.

Polaris Market Research has segmented the market report on the basis of technology, application, end user, and region:

By Technology Outlook (Revenue, USD Billion, 2020–2034)

Machine Learning

Computer Vision

Natural Language Processing

Predictive Analytics

Reinforcement Learning

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

Climate Change Mitigation

Renewable Energy Optimization

Waste Management

Biodiversity & Wildlife Monitoring

Others

By End User Outlook (Revenue, USD Billion, 2020–2034)

Government & Public Sector

Energy & Utilities

Agriculture

Transportation & Logistics

Manufacturing

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

North America

US

Canada

Europe

Germany

France

UK

Italy

Spain

Netherlands

Russia

Rest of Europe

Asia Pacific

China

Japan

India

Malaysia

South Korea

Indonesia

Australia

Vietnam

Rest of Asia Pacific

Middle East & Africa

Saudi Arabia

UAE

Israel

South Africa

Rest of Middle East & Africa

Latin America

Mexico

Brazil

Argentina

Rest of Latin America

Table of Contents

129 Pages
1. Introduction
1.1. Report Description
1.1.1. Objectives of the Study
1.1.2. Market Scope
1.1.3. Assumptions
1.2. Stakeholders
2. Executive Summary
2.1. Market Highlights
3. Research Methodology
3.1. Overview
3.1.1. Data Mining
3.2. Data Sources
3.2.1. Primary Sources
3.2.2. Secondary Sources
4. Global AI in Environmental Sustainability Market Insights
4.1. AI in Environmental Sustainability Market – Market Snapshot
4.2. AI in Environmental Sustainability Market Dynamics
4.2.1. Drivers and Opportunities
4.2.1.1. Rising global energy demand
4.2.1.2. Increasing Government Regulations
4.2.2. Restraints and Challenges
4.2.2.1. High Implementation Costs
4.3. Porter’s Five Forces Analysis
4.3.1. Bargaining Power of Suppliers (Moderate)
4.3.2. Threats of New Entrants: (Low)
4.3.3. Bargaining Power of Buyers (Moderate)
4.3.4. Threat of Substitute (Moderate)
4.3.5. Rivalry among existing firms (High)
4.4. PESTEL Analysis
4.5. AI in Environmental Sustainability Market Trends
4.6. Value Chain Analysis
5. Global AI in Environmental Sustainability Market, by Technology
5.1. Key Findings
5.2. Introduction
5.2.1. Global AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
5.3. Machine Learning
5.3.1. Global AI in Environmental Sustainability Market, by Machine Learning, by Region, 2020-2034 (USD Billion)
5.4. Computer Vision
5.4.1. Global AI in Environmental Sustainability Market, by Computer Vision, by Region, 2020-2034 (USD Billion)
5.5. Natural Language Processing
5.5.1. Global AI in Environmental Sustainability Market, by Natural Language Processing, by Region, 2020-2034 (USD Billion)
5.6. Predictive Analytics
5.6.1. Global AI in Environmental Sustainability Market, by Predictive Analytics, by Region, 2020-2034 (USD Billion)
5.7. Reinforcement Learning
5.7.1. Global AI in Environmental Sustainability Market, by Reinforcement Learning, by Region, 2020-2034 (USD Billion)
6. Global AI in Environmental Sustainability Market, by Application
6.1. Key Findings
6.2. Introduction
6.2.1. Global AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
6.3. Climate Change Mitigation
6.3.1. Global AI in Environmental Sustainability Market, by Climate Change Mitigation, by Region, 2020-2034 (USD Billion)
6.4. Renewable Energy Optimization
6.4.1. Global AI in Environmental Sustainability Market, by Renewable Energy Optimization, by Region, 2020-2034 (USD Billion)
6.5. Waste Management
6.5.1. Global AI in Environmental Sustainability Market, by Waste Management, by Region, 2020-2034 (USD Billion)
6.6. Biodiversity & Wildlife Monitoring
6.6.1. Global AI in Environmental Sustainability Market, by Biodiversity & Wildlife Monitoring, by Region, 2020-2034 (USD Billion)
6.7. Others
6.7.1. Global AI in Environmental Sustainability Market, by Others, by Region, 2020-2034 (USD Billion)
7. Global AI in Environmental Sustainability Market, by End User
7.1. Key Findings
7.2. Introduction
7.2.1. Global AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
7.3. Government & Public Sector
7.3.1. Global AI in Environmental Sustainability Market, by Government & Public Sector, by Region, 2020-2034 (USD Billion)
7.4. Energy & Utilities
7.4.1. Global AI in Environmental Sustainability Market, by Energy & Utilities, by Region, 2020-2034 (USD Billion)
7.5. Agriculture
7.5.1. Global AI in Environmental Sustainability Market, by Agriculture, by Region, 2020-2034 (USD Billion)
7.6. Transportation & Logistics
7.6.1. Global AI in Environmental Sustainability Market, by Transportation & Logistics, by Region, 2020-2034 (USD Billion)
7.7. Manufacturing
7.7.1. Global AI in Environmental Sustainability Market, by Manufacturing, by Region, 2020-2034 (USD Billion)
8. Global AI in Environmental Sustainability Market, by Geography
8.1. Key Findings
8.2. Introduction
8.2.1. AI in Environmental Sustainability Market Assessment, By Geography, 2020-2034 (USD Billion)
8.3. AI in Environmental Sustainability Market – North America
8.3.1. North America: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.3.2. North America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.3.3. North America: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.3.4. AI in Environmental Sustainability Market – U.S.
8.3.4.1. U.S.: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.3.4.2. U.S.: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.3.4.3. U.S.: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.3.5. AI in Environmental Sustainability Market – Canada
8.3.5.1. Canada: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.3.5.2. Canada: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.3.5.3. Canada: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4. AI in Environmental Sustainability Market – Europe
8.4.1. Europe: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.2. Europe: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.3. Europe: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.4. AI in Environmental Sustainability Market – UK
8.4.4.1. UK: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.4.2. UK: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.4.3. UK: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.5. AI in Environmental Sustainability Market – France
8.4.5.1. France: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.5.2. France: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.5.3. France: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.6. AI in Environmental Sustainability Market – Germany
8.4.6.1. Germany: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.6.2. Germany: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.6.3. Germany: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.7. AI in Environmental Sustainability Market – Italy
8.4.7.1. Italy: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.7.2. Italy: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.7.3. Italy: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.8. AI in Environmental Sustainability Market – Spain
8.4.8.1. Spain: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.8.2. Spain: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.8.3. Spain: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.9. AI in Environmental Sustainability Market – Netherlands
8.4.9.1. Netherlands: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.9.2. Netherlands: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.9.3. Netherlands: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.10. AI in Environmental Sustainability Market – Russia
8.4.10.1. Russia: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.10.2. Russia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.10.3. Russia: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.4.11. AI in Environmental Sustainability Market – Rest of Europe
8.4.11.1. Rest of Europe: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.4.11.2. Rest of Europe: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.4.11.3. Rest of Europe: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5. AI in Environmental Sustainability Market – Asia Pacific
8.5.1. Asia Pacific: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.2. Asia Pacific: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.3. Asia Pacific: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.4. AI in Environmental Sustainability Market – China
8.5.4.1. China: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.4.2. China: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.4.3. China: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.5. AI in Environmental Sustainability Market – India
8.5.5.1. India: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.5.2. India: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.5.3. India: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.6. AI in Environmental Sustainability Market – Malaysia
8.5.6.1. Malaysia: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.6.2. Malaysia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.6.3. Malaysia: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.7. AI in Environmental Sustainability Market – Japan
8.5.7.1. Japan: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.7.2. Japan: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.7.3. Japan: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.8. AI in Environmental Sustainability Market – Indonesia
8.5.8.1. Indonesia: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.8.2. Indonesia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.8.3. Indonesia: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.9. AI in Environmental Sustainability Market – South Korea
8.5.9.1. South Korea: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.9.2. South Korea: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.9.3. South Korea: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.10. AI in Environmental Sustainability Market – Australia
8.5.10.1. Australia: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.10.2. Australia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.10.3. Australia: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.5.11. AI in Environmental Sustainability Market – Rest of Asia Pacific
8.5.11.1. Rest of Asia Pacific: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.5.11.2. Rest of Asia Pacific: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.5.11.3. Rest of Asia Pacific: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.6. AI in Environmental Sustainability Market – Middle East & Africa
8.6.1. Middle East & Africa: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.6.2. Middle East & Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.6.3. Middle East & Africa: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.6.4. AI in Environmental Sustainability Market – Saudi Arabia
8.6.4.1. Saudi Arabia: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.6.4.2. Saudi Arabia: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.6.4.3. Saudi Arabia: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.6.5. AI in Environmental Sustainability Market – UAE
8.6.5.1. UAE: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.6.5.2. UAE: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.6.5.3. UAE: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.6.6. AI in Environmental Sustainability Market – Israel
8.6.6.1. Israel: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.6.6.2. Israel: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.6.6.3. Israel: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.6.7. AI in Environmental Sustainability Market – South Africa
8.6.7.1. South Africa: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.6.7.2. South Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.6.7.3. South Africa: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.6.8. AI in Environmental Sustainability Market – Rest of Middle East & Africa
8.6.8.1. Rest of Middle East & Africa: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.6.8.2. Rest of Middle East & Africa: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.6.8.3. Rest of Middle East & Africa: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.7. AI in Environmental Sustainability Market – Latin America
8.7.1. Latin America: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.7.2. Latin America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.7.3. Latin America: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.7.4. AI in Environmental Sustainability Market – Mexico
8.7.4.1. Mexico: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.7.4.2. Mexico: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.7.4.3. Mexico: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.7.5. AI in Environmental Sustainability Market – Brazil
8.7.5.1. Brazil: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.7.5.2. Brazil: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.7.5.3. Brazil: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.7.6. AI in Environmental Sustainability Market – Argentina
8.7.6.1. Argentina: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.7.6.2. Argentina: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.7.6.3. Argentina: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
8.7.7. AI in Environmental Sustainability Market – Rest of Latin America
8.7.7.1. Rest of Latin America: AI in Environmental Sustainability Market, by Technology, 2020-2034 (USD Billion)
8.7.7.2. Rest of Latin America: AI in Environmental Sustainability Market, by Application, 2020-2034 (USD Billion)
8.7.7.3. Rest of Latin America: AI in Environmental Sustainability Market, by End User, 2020-2034 (USD Billion)
9. Competitive Landscape
9.1. Expansion and Acquisition Analysis
9.1.1. Expansion
9.1.2. Acquisitions
9.2. Partnerships/Collaborations/Agreements/Exhibitions
10. Company Profiles
10.1. Amazon Web Services, Inc.
10.1.1. Company Overview
10.1.2. Financial Performance
10.1.3. Technology Benchmarking
10.1.4. Recent Development
10.2. Cisco Systems, Inc.
10.2.1. Company Overview
10.2.2. Financial Performance
10.2.3. Technology Benchmarking
10.2.4. Recent Development
10.3. Google LLC
10.3.1. Company Overview
10.3.2. Financial Performance
10.3.3. Technology Benchmarking
10.3.4. Recent Development
10.4. Hitachi, Ltd.
10.4.1. Company Overview
10.4.2. Financial Performance
10.4.3. Technology Benchmarking
10.4.4. Recent Development
10.5. IBM Corporation
10.5.1. Company Overview
10.5.2. Financial Performance
10.5.3. Technology Benchmarking
10.5.4. Recent Development
10.6. Microsoft Corporation
10.6.1. Company Overview
10.6.2. Financial Performance
10.6.3. Technology Benchmarking
10.6.4. Recent Development
10.7. NVIDIA Corporation
10.7.1. Company Overview
10.7.2. Financial Performance
10.7.3. Technology Benchmarking
10.7.4. Recent Development
10.8. Oracle Corporation
10.8.1. Company Overview
10.8.2. Financial Performance
10.8.3. Technology Benchmarking
10.8.4. Recent Development
10.9. SAP SE
10.9.1. Company Overview
10.9.2. Financial Performance
10.9.3. Technology Benchmarking
10.9.4. Recent Development
10.10. Salesforce, Inc.
10.10.1. Company Overview
10.10.2. Financial Performance
10.10.3. Technology Benchmarking
10.10.4. Recent Development
10.11. Schneider Electric
10.11.1. Company Overview
10.11.2. Financial Performance
10.11.3. Technology Benchmarking
10.11.4. Recent Development
10.12. Siemens AG
10.12.1. Company Overview
10.12.2. Financial Performance
10.12.3. Technology Benchmarking
10.12.4. Recent Development
How Do Licenses Work?
Request A Sample
Head shot

Questions or Comments?

Our team has the ability to search within reports to verify it suits your needs. We can also help maximize your budget by finding sections of reports you can purchase.