The energy sector is in the midst of a profound transformation. As global demand for energy continues to rise, the industry is presented with unprecedented opportunities to optimize production and distribution while advancing efforts to reduce environmental impact. In this dynamic environment, Business Intelligence (BI) has emerged as a critical tool for energy companies striving to stay competitive, efficient, and sustainable. The energy industry