It will become increasingly difficult for communications service providers (CSPs) to reduce costs through departmental budget cuts, especially when many large telcos have already made steep cuts. They must embrace new technologies like cloud, automation, machine learning, and AI to reduce OpEx further – and impress existing and potential investors.