1. EXECUTIVE SUMMARY
2. MARKET SNAPSHOT
2.1. Market Overview
2.2. Market Definition
2.3. Scope of the Study
2.4. Market Segmentation
3. BUSINESS LANDSCAPE
3.1. Market Drivers
3.2. Market Restraints
3.3. Market Opportunities
3.4. Porter’s Five Forces Analysis
3.5. Industry Value Chain Analysis
3.6. Policies and Regulations
3.7. Strategic Recommendations
4. TECHNOLOGICAL OUTLOOK
5. AI-driven ESG Analytics Solutions Market BY technology
5.1. Introduction
5.2. Generative AI
5.3. Deep Learning
5.4. Natural Language Processing (NLP)
6. AI-driven ESG Analytics Solutions Market BY function
6.1. Introduction
6.2. Data Collection and Analysis
6.3. Pattern and Trend Identification
6.4. Predictive Analytics
6.5. Compliance validation and reporting automation
7. AI-driven ESG Analytics Solutions Market BY industry vertical
7.1. Introduction
7.2. Building & Construction
7.3. Energy & Utilities
7.4. Agriculture
7.5. Food & Beverage
7.6. Oil & Gas
7.7. Mining
7.8. Chemicals
7.9. Others
8. AI-driven ESG Analytics Solutions Market BY deployment mode
8.1. Introduction
8.2. Cloud-Based Solutions
8.3. On-Premise Solutions
9. AI-driven ESG Analytics Solutions Market BY organization size
9.1. Introduction
9.2. Large Enterprises
9.3. Small & Medium Enterprises
10. AI-driven ESG Analytics Solutions Market BY GEOGRAPHY
10.1. Introduction
10.2. North America
10.2.1. United States
10.2.2. Canada
10.2.3. Mexico
10.3. South America
10.3.1. Brazil
10.3.2. Argentina
10.3.3. Others
10.4. Europe
10.4.1. United Kingdom
10.4.2. Germany
10.4.3. France
10.4.4. Italy
10.4.5. Others
10.5. Middle East & Africa
10.5.1. Saudi Arabia
10.5.2. UAE
10.5.3. Others
10.6. Asia Pacific
10.6.1. Japan
10.6.2. China
10.6.3. India
10.6.4. South Korea
10.6.5. Taiwan
10.6.6. Others
11. COMPETITIVE ENVIRONMENT AND ANALYSIS
11.1. Major Players and Strategy Analysis
11.2. Market Share Analysis
11.3. Mergers, Acquisitions, Agreements, and Collaborations
11.4. Competitive Dashboard
12. COMPANY PROFILES
12.1. IBM Corporation
12.2. Microsoft Corporation
12.3. SAP SE
12.4. Oracle Corporation
12.5. Workiva Inc.
12.6. S&P Global
12.7. MSCI Inc.
12.8. LSEG
13. APPENDIX
13.1. Currency
13.2. Assumptions
13.3. Base and Forecast Years Timeline
13.4. Key benefits for the stakeholders
13.5. Research Methodology
13.6. Abbreviations