PipsWhisperer/bsfip-platform

AI-driven financial decision-support platform for SME health monitoring and micro-loan risk assessment using rule-based models and data analytics. Built with Firebase and web technologies to improve financial inclusion, risk transparency, and data governance in emerging economies, with a Botswana case study. # BSFIP Platform — AI Financial Decision Support System ## Overview The Botswana Smart Financial Intelligence Platform (BSFIP) is an AI-driven financial decision-support system designed to improve SME financial monitoring and micro-loan risk assessment in emerging economies. The system uses rule-based models and financial data analytics to provide intelligent insights for financial health evaluation, risk prediction, and decision optimization. This project was developed as a final-year Computer Science and Information Systems & Data Management research project, integrating algorithm design, data governance, and intelligent systems. --- ## Research Objectives * Develop AI-driven decision-support tools for SME financial monitoring * Improve micro-loan risk prediction using rule-based models * Implement structured financial data management and governance * Demonstrate scalable system architecture for financial inclusion * Provide real-world financial analytics for Botswana case study --- ## System Features ### SME Financial Health Monitoring * Business performance tracking * Financial health scoring * Transaction monitoring * Risk alerts and recommendations ### Micro-Loan Risk Assessment * Borrower risk classification * Default prediction logic * Loan eligibility evaluation * Risk reporting dashboard ### Data Management * Structured financial data storage * Data validation and quality control * Secure data handling * Analytics reporting --- ## System Architecture Frontend: * HTML * CSS * JavaScript Backend: * Firebase Firestore Database * AI Rule Engine * Financial Data Processing Services The system follows a modular architecture where components operate independently but can integrate via data exchange. --- ## Project Structure bsfip-platform/ frontend/ * index.html * dashboard.html * loan.html * styles.css * app.js backend/ * firebaseConfig.js * database.js * aiService.js README.md ## Installation & Setup ### Clone Repository git clon …