aspg-38-2419-1792223542 20261017075222 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Sustainable Development and Green Technology JSDGT 2836-5399 2024 4 1 Mohamed Eassa Computer science depatment, faculty of information systems and computer science, october 6 university, Eygpt Nariman A. Khaliel Assistant professor in ECCAT Suez university, Eygpt The research aims to fill a gap in the current sustainability strategies by investigating how business intelligence can be integrated into advanced companies to improve green financial practices. We will apply our proposed framework to Mutual Funds and Exchange-Traded Funds (ETFs) as we recognize the need for environmentally responsible financial decisions. Our study uses statistical analysis and predictive modelling with Random Forest and Ordinary Least Squares based on a comprehensive dataset obtained from Yahoo Finance. The results, presented through sector distributions, risk ratings, and distribution by category, provide detailed insights into the multifaceted impacts of business intelligence. Our findings indicate that the suggested framework optimises financial decisions and empha-sizes the importance of customized approaches across different financial instruments. This study provides a valuable roadmap for practitioners, policymakers, and researchers navigating the changing landscape of environmentally responsible financial strategies in an era where advanced corporations grapple with the complexities of sustainable finance. 2024 07 11 2419 https://creativecommons.org/licenses/by/4.0/ 10.54216/JSDGT.040102 https://americaspg.com/journal/38/article/2419 https://americaspg.com/storage/articles/manuscripts/01M3YQ4RBB6YYEHDFRTZ7KYKQ5.pdf