This paper introduces a web-based financial analysis and planning tool designed to address the financial management challenges faced by small and medium-sized enterprises (SMEs). The platform integrates several advanced functionalities including a real-time dashboard for financial metrics, budgeting and forecasting modules, scenario analysis capabilities, cost and revenue management, and KPI tracking. Unlike existing solutions, which often offer fragmented functionalities or lack integration, this platform developed by machine learning algorithms provides a cohesive system that combines these elements into a single interface, enhancing the comprehensiveness and usability of financial management for SMEs. By enhancing accessibility to real-time data and predictive insights, this platform enables SMEs to optimize resource allocation, mitigate financial risks, and drive sustainable growth. The proposed system stands as an innovative and integrated solution designed to empower SMEs with efficient financial planning and management tools.