Deutsche Telekom is deploying OpenAI tools to automate customer service and network operations. The telco aims to transition into an AI-native organization by rewiring internal employee workflows. This integration moves beyond simple chatbots toward agentic operational efficiency. Practitioners should watch how these LLM deployments impact large-scale infrastructure management and real-time voice services.