Telco ARPU jumped 22% with OpenAI
circles uses openai's api and codex to create ai-native telco experiences, boosting arpu by 22% and cutting churn by 9%.
circles implemented openai's api and codex to power ai-native telco infrastructure, moving beyond basic support to generate personalized user experiences. this deployment drove specific financial gains, including a 22% lift in arpu and a 9% drop in churn, while simultaneously improving development efficiency. the case signals high-stakes value for vertical ai integration in legacy industries like telecommunications, where generative models directly impact core revenue metrics.