Telecoms are the most digitally mature sector overall, driven by a digital-native architecture and advanced modelling capabilities. They exhibit very high levels of instrumentation and real-time monitoring across networks and infrastructure. The sector is also highly advanced in the use of network digital twins and infrastructure modelling, making it the leading domain in terms of end-to-end digital maturity and data-driven operations.