Circles boosts telco ARPU 22% with OpenAI

Circles' approach addresses a common telco problem: data is rich but hard to act on in real time. By building an AI-native stack on OpenAI's API, the company turns usage, billing, and network signals into proactive actions like recommending roaming packs or preventing churn. Early results in Singapore are strong, with a 22% ARPU lift and 9% churn reduction, but these numbers come from comparing customers who received AI recommendations against those who did not, so the exact methodology and broader applicability are not detailed in the article.

The company is also using Codex internally to improve engineering speed, reporting a 29% increase in development efficiency. This dual use—customer-facing and internal—shows how OpenAI's tools can drive both revenue and productivity.

The key test is whether these gains can scale across Circles' 14-country footprint and extend to voice support. CareX's target of 95% autonomous resolution in voice is ambitious, and success will hinge on maintaining quality and cost control while expanding to more complex interactions. If Circles can replicate Singapore's results elsewhere, it could set a new standard for AI-powered telco experiences.