BEFIT Auto Analysis is a Python-based tool designed to streamline School TOT (Time on Task) data processing. It converts raw datasets into a well-structured Excel workbook containing cleaned data, pivot tables, and interactive dashboards. The tool helps monitoring and evaluation teams quickly generate insights, track performance indicators, and support data-driven decision-making. Built for efficiency and scalability, it reduces manual work while improving accuracy and reporting speed.