The rise of modern technology and digital transformation (CSPs) challenges the traditional business models of telecommunications companies. Capex for CSPs is rising due to the rapid pace of innovation, and they face increasing competition from companies such as Over-the-Top (OTT) solution providers. With ever-changing ecosystems, universal products, and rising customer demand for digital services, it might be difficult for CSPs to maintain profit margins. However, to succeed in today’s market,