AI-POWERED PERSONAL FINANANCIAL HEALTH AND PREDICTIVE DECISION SUPPORT DASHBOARD

Abstract

The AI-Powered Personal Financial Health and Predictive Decision Support Dashboard is an intelligent financial-management system designed to help individuals understand their financial position and make better-informed personal financial decisions. Managing income, expenses, savings, budgets, investments, and financial goals can become difficult when information is distributed across different accounts and records. The proposed dashboard brings important financial information together in a single interface. The system uses Artificial Intelligence, Machine Learning, data analytics, predictive analysis, and visualization techniques to analyze personal financial data. Users can provide information about income, expenses, savings, budgets, recurring payments, financial goals, and other relevant transactions. The system processes this information to generate a structured view of the users financial activities. A financial analytics module categorizes transactions and identifies spending patterns, income trends, recurring expenses, savings behavior, and budget utilization. The system can generate financial-health indicators based on clearly defined metrics such as spending-to-income ratio, savings rate, budget adherence, and emergency-fund progress. These indicators help users understand their current financial situation. The predictive component can analyze historical financial patterns to estimate future cash flow, upcoming expenses, and potential budget deviations. An AI-based decisionsupport layer can provide explanations and scenario analysis, such as showing how changes in monthly spending could affect savings over time. Predictions are presented as estimates based on available historical data rather than guaranteed financial outcomes. Overall, the proposed system provides a centralized dashboard for financial monitoring, trend analysis, budgeting, predictive insights, and goal tracking. It can be useful for students, employees, families, and individuals who want to organize their personal finances. Future enhancements can include secure bank-data integration, advanced anomaly detection, personalized financial education, scenario simulation, multilingual assistance, and improved forecasting models.