Strategic Focus: Incorporating Generative AI Into Sustainability Reporting And Data Management Decisions

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Executive Summary

In late 2022, the release of ChatGPT by OpenAI initiated a flurry of activity and hype regarding the use of generative AI (GenAI). Unlike ‘traditional’ AI – which has been steadily gaining traction and growing more advanced over the last decade – GenAI allows users to create something new, such as a fictional story, based on only a few user prompts. Over the past year, corporates have leveraged the capabilities of GenAI for a variety of use cases, with the sustainability office no exception. This report highlights some ways that chief sustainability officers (CSOs) and other sustainability leaders can leverage GenAI in their reporting and management decisions. The report also looks at some of the specific challenges heads of sustainability face when using GenAI and considers how they can overcome those obstacles. 

Table of contents

GenAI has infiltrated many corporate functions, including the sustainability office
Applying GenAI to sustainability reporting and data management
Sustainability leaders must develop strategies to overcome unique challenges associated with the technology

Table of figures

Figure 1. Six ways CSOs can leverage GenAI
Figure 2. Overcoming challenges when incorporating GenAI

About the authors

Jessica Pransky

Principal Analyst
Jessica is a Principal Analyst in the Verdantix ESG & Sustainability practice, which she joined in 2022. Her current research agenda covers ESG reporting and data management software, ESG solutions for investors, and risk in ESG and sustainability. Prior to joining Verdantix, Jessica worked at Ramboll, focusing on ESG risk and opportunity identification for mergers and acquisitions, as well as EHS due diligence. Jessica has previously held roles evaluating water resource allocation for a state municipality and ensuring EHS compliance for GE Aviation. She holds a BS from Tufts University and an MEng from Johns Hopkins University focused on environmental engineering, as well as an MBA from Boston University.

Kim Knickle

Research Director, ESG & Sustainability
Kimberly Knickle is Research Director of the ESG & Sustainability practice at Verdantix. Her research areas encompass ESG regulations and reporting, ESG risk, supply chain sustainability, circular economy, social impact, and sustainable finance. Kim has worked for more than 20 years in the IT industry, providing research and analysis to help companies invest wisely in new technologies. Before joining the analyst industry, she held various roles in IT services, engineering and product safety testing, beginning her career at Underwriters Laboratories, Inc. Kim holds an MBA from Boston University and a BS in Electrical Engineering from Cornell.

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