Strategic Focus: Leveraging ESG Data Sources, Analytics And AI In ESG Solutions

Access this research

Access all ESG & Sustainability Reporting Software content with a strategic subscription or buy this single report

Need help or have a question about this report? Contact us for assistance

Executive Summary

Businesses are increasingly using ESG and sustainability data to inform a growing list of decisions related to capital spending, supplier selection, strategy development, product development, performance benchmarking and risk and opportunity management. Customers and investors are also using ESG data to make purchasing and investment decisions. This report presents an overview of the ESG and sustainability data landscape, evaluates data sources and offers considerations for users who are increasingly critically dependent on this information for decision-making. Sustainability, finance and technology executives can use this report as part of their ESG digital strategy development.
Leveraging ESG data sources, analytics and AI to drive transparency
The ESG and sustainability data landscape
Evaluating ESG and sustainability data sources
Advancements driving ESG data transparency and quality
Applying AI to enhance data quality and enable informed decision-making
Figure 1. ESG information architecture and data sources
Figure 2. Evaluating the transparency of ESG data sources
Figure 3. ESG ratings agencies and rankers: methodology transparency
Figure 4. Incorporating AI for ESG decision-making

About the Authors

Lily Turnbull

Lily Turnbull

Senior Analyst

Lily is a Senior Analyst at Verdantix, where she delivers in-depth research to help executives navigate ESG, sustainability and product innovation, and make confident decision...

View Profile
Jessie Wilson

Jessie Wilson

Industry Analyst

Jessie is an Industry Analyst at Verdantix, with a research agenda spanning ESG reporting, the circular economy and supply chain sustainability. Jessie has a BSc in Geography ...

View Profile
Kim Knickle

Kim Knickle

Research Director

Kim Knickle is a Research Director at Verdantix, bringing more than two decades of analyst experience to the evolving world of sustainability. Her current research spans ESG a...

View Profile

Other related content

Industry Events
AI-First Platforms & Applications
Industry Webinar // Carbon Intelligence...

As sustainability pressures intensify, businesses are facing the dual challenge of reducing their carbon footprint while maintaining profitability. Carbmee, in partnership with Ver...

10 September, 2025

Webinar
Building Digital Platforms & Operational Tech
Breaking The Silo-nce: How To Get Opera...

As attention shifts away from net zero target setting to asset level decarbonization, many firms are discovering critical disconnect between their energy management efforts and cor...

Upcoming / 24 September, 2025

Webinar
Corporate Energy Leaders
Aligning Energy Security And Decarboniz...

As firms seek measurable emissions reductions and cost savings, energy resilience is becoming a core pillar of sustainability strategy. Decarbonization initiatives, once driven pri...

Upcoming / 17 September, 2025

Blog
ESG & Sustainability Reporting Software
Verdantix Evaluated 21 ESG And Sustaina...

In June, Verdantix published the Green Quadrant: ESG & Sustainability Reporting Software (2025) report, in which we evaluated the capabilities of 21 providers. As part of this st...

18 July, 2025

Blog
ESG & Sustainability Reporting Software
Supply Chain Sustainability In Europe: ...

Almost six months after the Omnibus Simplification package was announced, the future of European supply chain sustainability regulations is still uncertain. In June 2025, we saw ...

15 July, 2025

Webinar
Asset Maintenance Software & Services
Reshoring In 2025: How Leaders Are Turn...

Global manufacturing is at a crossroads. Rising tariffs and evolving regulations are rewriting the rules for supply chains and day-to-day plant operations. For many manufacture...

26 August, 2025