AI-Enabled ESG Reporting Framework and Challenges

This white paper discusses the complexities and operational demands of ESG reporting, highlighting the transition from voluntary to mandatory compliance frameworks such as the CSRD and ESRS. It outlines the significant costs associated with ESG reporting, which can exceed €1.3 million annually for large organizations, primarily due to data collection and assurance processes. The paper emphasizes the potential of AI to enhance efficiency in ESG reporting, detailing various use cases such as data aggregation and disclosure drafting. However, it identifies key obstacles to effective AI integration, including misaligned use case selection and inadequate governance structures. The authors argue for a structured approach to AI implementation, focusing on prioritizing high-impact applications and building capabilities across relevant teams. The document concludes that organizations must act decisively to leverage AI in ESG reporting to reduce costs and improve data reliability while maintaining human oversight in final disclosures.