FI&S previously relied on Excel files for data analysis, which resulted in inefficient processes and a higher likelihood of errors. The absence of a centralized system made it challenging to obtain real-time insights and make quick decisions. Additionally, the ERP system, CSB, contained thousands of tables with minimal documentation, complicating data analysis further.