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The telecommunications industry is undergoing a transformation due to the convergence of IoT, machine learning, and edge computing. This convergence is creating new opportunities for Mobile Network Operators (MNOs) and Tower Operations, but also presents challenges that must be addressed to fully leverage the potential of these technologies. Tower Operating entities stand to gain from improved ways of work and efficiency gains enabled by technology, but there are three key challenges that will prohibit advancement.