1 A Rajashekar, 2 K Shravani, 3 G Sathvika, 4 M Lakshmi Prasanna, 5 D Tarun Reddy 03 09 The SME Loan Application Volume Approval Rate Dashboard is designed to analyze and visualize small and medium enterprise loan application data in an interactive and userfriendly format The system focuses on monitoring loan application volume approval rates rejection rates loan amounts processing trends and applicant characteristics Data such as application date business type requested loan amount loan status applicant location credit information and processing duration can be organized and processed for analysis The dashboard presents important key performance indicators such as total applications approved applications rejected applications approval rate and total approved loan amount Timebased analysis helps identify changes in application volume and approval performance across different periods Loan amount and businesscategory analysis can be used to understand the distribution of financing requirements among SMEs Approval and rejection trends provide insights into the overall performance of the loan application process Interactive filters allow users to analyze applications based on date business category location loan status and other relevant attributes Charts graphs tables and KPI cards transform raw loan application data into meaningful visual insights The dashboard can help financial institutions monitor lending performance identify application trends and understand approval patterns Overall the project demonstrates how data analytics and visualization can support efficient monitoring of SME loan applications and improve datadriven lending analysis Copyright (c) Journal of Science Engineering Technology and Management Science. All rights reserved 2026