The use of artificial intelligence (AI) makes it possible for female entrepreneurs to achieve higher levels of professional emancipation via the utilization of strategies such as automation, analytics, and analytical tools. However, there has been a paucity of research conducted on the specific challenges that women face while attempting to make use of artificial intelligence. For the purpose of conducting this systematic literature review (SLR), the PRISMA methodology is used to investigate the body of current research in search of unique trends and problems. Having limited access to financial resources, having gender prejudice within the technical ecosystem, and having weak digital skills are among the most critical difficulties that are now being faced. Investigations are now being conducted into potential remedies such as algorithmic equity, inclusive financial firms, and educational events. The results provide significant recommendations for the creation of inspiring initiatives and greater knowledge of the method by which artificial intelligence impacts the actions of women who are engaged in entrepreneurial endeavors. Not only does the study assist in narrowing the gap in the existing body of knowledge, but it also has the additional benefit of making the working environment more hospitable for women in business.