ChatReport is an AI tool designed to enhance the analysis of corporate sustainability reports by benchmarking them against the Task Force for Climate-Related Financial Disclosures (TCFD) recommendations. Built on Large Language Models (LLMs) and enriched with expert knowledge, ChatReport addresses the challenge of analyzing vast amounts of sustainability data, a task that is often resource-intensive and limited to a few entities. By integrating insights from climate science, finance, economic policy, and computer science, the tool improves accuracy and reduces biases commonly found in AI-driven assessments. Its open-access framework, including prompt templates, generated data, and scoring methodology, promotes transparency and wider adoption in climate risk disclosure evaluations.

Creators: Ni, J., Bingler, J., Colesanti Senni, C., et al. (2023). ChatReport: Democratizing Sustainability Disclosure Analysis through LLM-based Tools. Swiss Finance Institute Research Paper No. 23-111. SSRN 4476733