Turkcell, a leading digital operator headquartered in Türkiye, offers a wide range of digital and traditional telecommunications services across Türkiye, Ukraine, Belarus, and Northern Cyprus. Turkcell aimed to enhance its understanding of future customer demand for the next decade. With access to substantial socioeconomic and infrastructure data, integrating this information into machine learning models posed challenges. Thus, Turkcell sought to leverage advanced technologies to address these challenges and gain insights into future demand trends.