Underserved communities and small businesses face significant challenges in financial literacy and tax compliance, both of which are critical to economic stability and growth. Limited access to financial education and the complexities of tax systems create barriers that hinder these groups from fully participating in the formal economy. This review explores the potential of leveraging artificial intelligence (AI) to address these challenges by providing innovative solutions that enhance financial literacy and simplify tax compliance. AI-driven platforms can offer personalized financial education, using machine learning algorithms to identify knowledge gaps and provide tailored resources to users. Through gamification and interactive tools, AI can make financial education more engaging and accessible, especially for individuals with limited formal education. Furthermore, AI-powered virtual assistants and chatbots can guide users through essential financial decisions, improving budgeting, credit management, and savings habits. In the realm of tax compliance, AI solutions can automate bookkeeping, tax filings, and other administrative tasks, reducing human error and lowering the compliance burden on small businesses. Predictive analytics can assist in tax planning by forecasting liabilities and helping businesses make informed decisions that minimize tax penalties and maximize cash flow. These advancements empower small businesses and entrepreneurs by enabling better financial management, fostering trust in the financial system, and facilitating access to funding opportunities. By integrating AI-driven financial literacy and tax compliance solutions, underserved communities and small businesses can unlock their economic potential, contributing to broader economic growth and financial inclusion. However, challenges such as data privacy, digital access, and regulatory concerns must be addressed to ensure equitable implementation of these technologies. The review concludes that with careful consideration of these factors, AI can be a powerful catalyst for sustainable economic development. Keywords: Leveraging AI-Driven, Financial Literacy Tax Compliance Small Businesses