The client was dealing with a complex array of data sources, each containing crucial information about different aspects of their operations. The manual handling of data using Excel was not only inefficient but also failed to provide the comprehensive insights they needed. The situation was further complicated by the diverse nature of their operations, which included various machine types, material items, orders, and budget distributions. This complexity made it challenging to consolidate and analyze the data effectively.