AI in ESG & Sustainability Market - 2026-2033
AI in ESG & Sustainability Marketis is growing with a CAGR of 21.16% during the forecast period 2026-2035.
The AI in ESG & Sustainability Market emerges as a key focus in DataM Intelligence latest in-depth analysis, where seasoned researchers harness advanced data analytics and strategic foresight to deliver unparalleled market intelligence. This insightful report meticulously explores the competitive landscape, profiling key players and their forward-thinking innovations in product development, pricing strategies, financial metrics, and global expansion initiatives. By uncovering the driving forces, market dynamics, and disruptive trends shaping the future, this research equips industry stakeholders with the actionable insights needed to make informed decisions in an increasingly dynamic and competitive environment.
A AI in ESG & Sustainability Market is a data-driven software solution that collects, integrates, analyzes, and visualizes customer data across various touchpoints to generate actionable insights. These platforms help businesses understand customer behaviors, preferences, and purchasing patterns in real time, enabling personalized marketing, enhanced customer engagement, and data-driven decision-making.
By Technology
Both primary and secondary data sources have been used in the global AI in ESG & Sustainability Market research report. During the research process, a wide range of industry-affecting factors are examined, including governmental regulations, market conditions, competitive levels, historical data, market situation, technological advancements, upcoming developments, in related businesses, as well as market volatility, prospects, potential barriers, and challenges.
The AI in ESG & Sustainability Market emerges as a key focus in DataM Intelligence latest in-depth analysis, where seasoned researchers harness advanced data analytics and strategic foresight to deliver unparalleled market intelligence. This insightful report meticulously explores the competitive landscape, profiling key players and their forward-thinking innovations in product development, pricing strategies, financial metrics, and global expansion initiatives. By uncovering the driving forces, market dynamics, and disruptive trends shaping the future, this research equips industry stakeholders with the actionable insights needed to make informed decisions in an increasingly dynamic and competitive environment.
A AI in ESG & Sustainability Market is a data-driven software solution that collects, integrates, analyzes, and visualizes customer data across various touchpoints to generate actionable insights. These platforms help businesses understand customer behaviors, preferences, and purchasing patterns in real time, enabling personalized marketing, enhanced customer engagement, and data-driven decision-making.
By Technology
- Machine Learning (ML)*
- Natural Language Processing (NLP)
- Deep Learning
- Predictive Analytics
- Generative AI
- Others
- Cloud-based Solutions*
- On-premises Solutions
- Small and Medium Enterprises (SMEs)*
- Large Enterprises
- Energy & Utilities*
- Manufacturing
- Retail
- Financial Services
- Healthcare
- Information Technology
- Consumer Goods
- Government & Public Sector
- Others
- North America (U.S., Canada, Mexico)
- Europe (U.K., Italy, Germany, Russia, France, Spain, The Netherlands and Rest of Europe)
- Asia-Pacific (India, Japan, China, South Korea, Australia, Indonesia Rest of Asia Pacific)
- South America (Colombia, Brazil, Argentina, Rest of South America)
- Middle East & Africa (Saudi Arabia, U.A.E., South Africa, Rest of Middle East & Africa)
- Go-to-market Strategy.
- Neutral perspective on the market performance.
- Development trends, competitive landscape analysis, supply side analysis, demand side analysis, year-on-year growth, competitive benchmarking, vendor identification, and other significant analysis, as well as development status.
- Customized regional/country reports as per request and country level analysis.
- Potential & niche segments and regions exhibiting promising growth covered.
- Analysis of Market Size (historical and forecast), Total Addressable Market (TAM), Serviceable Available Market (SAM), Serviceable Obtainable Market (SOM), Market Growth, Technological Trends, Market Share, Market Dynamics, Competitive Landscape and Major Players (Innovators, Start-ups, Laggard, and Pioneer).
Both primary and secondary data sources have been used in the global AI in ESG & Sustainability Market research report. During the research process, a wide range of industry-affecting factors are examined, including governmental regulations, market conditions, competitive levels, historical data, market situation, technological advancements, upcoming developments, in related businesses, as well as market volatility, prospects, potential barriers, and challenges.
1. METHODOLOGY AND SCOPE
1.1. Research Methodology
1.2. Research Objective and Scope of the Report
2. DEFINITION AND OVERVIEW
3. EXECUTIVE SUMMARY
3.1. Snippet by Technology
3.2. Snippet by Deployment
3.3. Snippet by Organization Size
3.4. Snippet by End-User
3.5. Snippet by Region
4. DYNAMICS
4.1. Impacting Factors
4.1.1. Drivers
4.1.1.1. Leveraging AI for carbon reduction and sustainable business practices
4.1.1.2. Regulatory landscape driving AI adoption in ESG
4.1.2. Restraints
4.1.2.1. Cybersecurity and data privacy risks
4.1.3. Opportunity
4.1.4. Impact Analysis
5. INDUSTRY ANALYSIS
5.1. Porter's Five Force Analysis
5.2. Supply Chain Analysis
5.3. Pricing Analysis
5.4. Regulatory Analysis
5.5. DMI Opinion
6. BY TECHNOLOGY
6.1. Introduction
6.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
6.1.2. Market Attractiveness Index, By Technology
6.2. Machine Learning (ML)*
6.2.1. Introduction
6.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
6.3. Natural Language Processing (NLP)
6.4. Deep Learning
6.5. Predictive Analytics
6.6. Generative AI
6.7. Others
7. BY DEPLOYMENT
7.1. Introduction
7.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
7.1.2. Market Attractiveness Index, By Deployment
7.2. Cloud-based Solutions*
7.2.1. Introduction
7.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
7.3. On-premises Solutions
8. BY ORGANIZATION SIZE
8.1. Introduction
8.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
8.1.2. Market Attractiveness Index, By Organization Size
8.2. Small and Medium Enterprises (SMEs)*
8.2.1. Introduction
8.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
8.3. Large Enterprises
9. BY END-USER
9.1. Introduction
9.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
9.1.2. Market Attractiveness Index, By End-User
9.2. Energy & Utilities*
9.2.1. Introduction
9.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
9.3. Manufacturing
9.4. Retail
9.5. Financial Services
9.6. Healthcare
9.7. Information Technology
9.8. Consumer Goods
9.9. Government & Public Sector
9.10. Others
10. BY REGION
10.1. Introduction
10.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Region
10.1.2. Market Attractiveness Index, By Region
10.2. North America
10.2.1. Introduction
10.2.2. Key Region-Specific Dynamics
10.2.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.2.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.2.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.2.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.2.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.2.7.1. US
10.2.7.2. Canada
10.2.7.3. Mexico
10.3. Europe
10.3.1. Introduction
10.3.2. Key Region-Specific Dynamics
10.3.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.3.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.3.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.3.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.3.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.3.7.1. Germany
10.3.7.2. UK
10.3.7.3. France
10.3.7.4. Italy
10.3.7.5. Spain
10.3.7.6. Rest of Europe
10.4. South America
10.4.1. Introduction
10.4.2. Key Region-Specific Dynamics
10.4.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.4.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.4.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.4.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.4.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.4.7.1. Brazil
10.4.7.2. Argentina
10.4.7.3. Rest of South America
10.5. Asia-Pacific
10.5.1. Introduction
10.5.2. Key Region-Specific Dynamics
10.5.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.5.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.5.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.5.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.5.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.5.7.1. China
10.5.7.2. India
10.5.7.3. Japan
10.5.7.4. Australia
10.5.7.5. Rest of Asia-Pacific
10.6. Middle East and Africa
10.6.1. Introduction
10.6.2. Key Region-Specific Dynamics
10.6.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.6.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.6.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.6.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
11. COMPETITIVE LANDSCAPE
11.1. Competitive Scenario
11.2. Market Positioning/Share Analysis
11.3. Mergers and Acquisitions Analysis
12. COMPANY PROFILES
12.1. Salesforce*
12.1.1. Company Overview
12.1.2. Product Portfolio and Description
12.1.3. Financial Overview
12.1.4. Key Developments
12.2. Microsoft
12.3. IBM
12.4. Google Cloud
12.5. SAP
12.6. Oracle
12.7. Accenture
12.8. PwC
12.9. C3.ai
12.10. Honeywell (*LIST NOT EXHAUSTIVE)
13. APPENDIX
13.1. About Us and Services
13.2. Contact Us
1.1. Research Methodology
1.2. Research Objective and Scope of the Report
2. DEFINITION AND OVERVIEW
3. EXECUTIVE SUMMARY
3.1. Snippet by Technology
3.2. Snippet by Deployment
3.3. Snippet by Organization Size
3.4. Snippet by End-User
3.5. Snippet by Region
4. DYNAMICS
4.1. Impacting Factors
4.1.1. Drivers
4.1.1.1. Leveraging AI for carbon reduction and sustainable business practices
4.1.1.2. Regulatory landscape driving AI adoption in ESG
4.1.2. Restraints
4.1.2.1. Cybersecurity and data privacy risks
4.1.3. Opportunity
4.1.4. Impact Analysis
5. INDUSTRY ANALYSIS
5.1. Porter's Five Force Analysis
5.2. Supply Chain Analysis
5.3. Pricing Analysis
5.4. Regulatory Analysis
5.5. DMI Opinion
6. BY TECHNOLOGY
6.1. Introduction
6.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
6.1.2. Market Attractiveness Index, By Technology
6.2. Machine Learning (ML)*
6.2.1. Introduction
6.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
6.3. Natural Language Processing (NLP)
6.4. Deep Learning
6.5. Predictive Analytics
6.6. Generative AI
6.7. Others
7. BY DEPLOYMENT
7.1. Introduction
7.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
7.1.2. Market Attractiveness Index, By Deployment
7.2. Cloud-based Solutions*
7.2.1. Introduction
7.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
7.3. On-premises Solutions
8. BY ORGANIZATION SIZE
8.1. Introduction
8.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
8.1.2. Market Attractiveness Index, By Organization Size
8.2. Small and Medium Enterprises (SMEs)*
8.2.1. Introduction
8.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
8.3. Large Enterprises
9. BY END-USER
9.1. Introduction
9.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
9.1.2. Market Attractiveness Index, By End-User
9.2. Energy & Utilities*
9.2.1. Introduction
9.2.2. Market Size Analysis and Y-o-Y Growth Analysis (%)
9.3. Manufacturing
9.4. Retail
9.5. Financial Services
9.6. Healthcare
9.7. Information Technology
9.8. Consumer Goods
9.9. Government & Public Sector
9.10. Others
10. BY REGION
10.1. Introduction
10.1.1. Market Size Analysis and Y-o-Y Growth Analysis (%), By Region
10.1.2. Market Attractiveness Index, By Region
10.2. North America
10.2.1. Introduction
10.2.2. Key Region-Specific Dynamics
10.2.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.2.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.2.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.2.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.2.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.2.7.1. US
10.2.7.2. Canada
10.2.7.3. Mexico
10.3. Europe
10.3.1. Introduction
10.3.2. Key Region-Specific Dynamics
10.3.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.3.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.3.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.3.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.3.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.3.7.1. Germany
10.3.7.2. UK
10.3.7.3. France
10.3.7.4. Italy
10.3.7.5. Spain
10.3.7.6. Rest of Europe
10.4. South America
10.4.1. Introduction
10.4.2. Key Region-Specific Dynamics
10.4.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.4.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.4.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.4.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.4.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.4.7.1. Brazil
10.4.7.2. Argentina
10.4.7.3. Rest of South America
10.5. Asia-Pacific
10.5.1. Introduction
10.5.2. Key Region-Specific Dynamics
10.5.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.5.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.5.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.5.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
10.5.7. Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
10.5.7.1. China
10.5.7.2. India
10.5.7.3. Japan
10.5.7.4. Australia
10.5.7.5. Rest of Asia-Pacific
10.6. Middle East and Africa
10.6.1. Introduction
10.6.2. Key Region-Specific Dynamics
10.6.3. Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology
10.6.4. Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
10.6.5. Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size
10.6.6. Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
11. COMPETITIVE LANDSCAPE
11.1. Competitive Scenario
11.2. Market Positioning/Share Analysis
11.3. Mergers and Acquisitions Analysis
12. COMPANY PROFILES
12.1. Salesforce*
12.1.1. Company Overview
12.1.2. Product Portfolio and Description
12.1.3. Financial Overview
12.1.4. Key Developments
12.2. Microsoft
12.3. IBM
12.4. Google Cloud
12.5. SAP
12.6. Oracle
12.7. Accenture
12.8. PwC
12.9. C3.ai
12.10. Honeywell (*LIST NOT EXHAUSTIVE)
13. APPENDIX
13.1. About Us and Services
13.2. Contact Us
