Market Insight: The Next Wave Of Innovation In Climate Financial Data And Analytics

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Executive Summary

This report examines how AI, geospatial intelligence and biodiversity analytics are driving the development of climate financial data analytics products. These technologies strengthen risk management, enhance transparency and build resilience in sustainable finance. As investors demand more precise climate insights, financial institutions are using AI to close data gaps, integrating geospatial tools for advanced risk modelling, and connecting biodiversity data to support nature-positive investments. This report highlights key trends and use cases, demonstrating how these innovations can boost competitiveness and help firms tackle challenges around climate finance.

Table of contents

AI, geospatial intelligence and biodiversity: shaping the future of climate finance
Harnessing AI to overcome challenges and drive transparency in climate finance
Leveraging geospatial insights for comprehensive risk management and resilient investments
Integrating biodiversity risk assessments for nature-positive investment opportunities

Table of figures

Figure 1. The innovation nexus: AI, geospatial intelligence and nature analytics

About the authors

Felicity Laird

Principal Analyst

Felicity is a Principal Analyst in the Net Zero and Energy Transition practice at Verdantix. Her research focuses on climate financial data and analytics, with a particular interest in how financial firms integrate this data into portfolio monitoring for net zero goals and the development of sustainable financial products. Prior to joining Verdantix, Felicity worked at BlackRock on the Product Oversight and Governance team, where she oversaw US retail mutual funds, including ESG and sustainable funds. She also previously managed the Energy Efficiency Investment Fund for Delaware’s Division of Energy and Climate. Felicity holds an MBA in Finance from the University of Delaware, an MS in Environmental Science and Policy from Johns Hopkins University, and a BS/BA in Natural Resource Management and Environmental Studies from the University of Delaware.

Ryan Skinner

Research Director, Net Zero & Climate Risk
Ryan is the Research Director for the Verdantix Net Zero & Climate Risk practice. He guides the research team to develop compelling research at the intersection of net zero strategies, carbon management, climate risk and technology. Prior to joining Verdantix, Ryan was a principal analyst at Forrester Research, where he initiated the research into ESG data and analytics offerings. He also has extensive experience of helping software companies with their messaging, positioning, market and technology strategies. Ryan studied at Duke University, the University of Manchester and the University of Oslo, and speaks Norwegian fluently.

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