The objectives of this study are two folds. The first is to measure and analyze the influences of Islamic financial literacy on digital finance, financial technology and financial exclusion. The second is to measure and analyze the effects of digital finance and financial technology on financial exclusion. This study focuses on the case of Islamic financial institutions in Aceh province Indonesia. A number of 208 questionnaires were distributed to the selected population using the multistage random sampling technique. Using the Structural Equation Modeling (SEM), the study found that the use of digital finance was positively influenced by Islamic financial literacy, while fintech and financial exclusion were negatively affected by Islamic financial literacy. In addition, the study documented that digital finance was positively affected by financial exclusion, while financial fintech is found to have an insignificant effect on financial exclusion from Islamic financial institutions. These findings showed that to reduce the financial exclusion and enhance the use of digital finance of the Islamic financial institutions, Islamic financial literacy needs to be further improved. Islamic financial institutions are suggested to improve public understanding of Islamic finance and their services quality and shariah compliance. Government support is needed in socializing the understanding of Islamic finance to the public and issuing effective Islamic financial policies for the convenience and security of transacting monies with Islamic financial institutions.