OpenAI describes how Circles uses the OpenAI API and Codex to build AI-native telecommunications experiences. According to the publisher’s summary, the implementation increased average revenue per user (ARPU) by 22%, reduced churn by 9%, and improved development efficiency. The available material does not specify the customer base, baseline period, attribution method, or detailed engineering metrics behind those results.
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