Circles powers telco personalization with OpenAI technology
Telecom operator Circles lifted ARPU 22% using OpenAI's API—here's how AI personalization is moving beyond chatbots into revenue.

Why it matters
A working deployment of OpenAI's API in production telco workflows, with measurable business outcomes (ARPU lift, churn reduction). Shows how practitioners are embedding frontier models into existing platforms for operational gain.
The key facts
10 to knowCircles uses OpenAI API and Codex for telco personalization
ARPU increased 22%
Churn reduced 9%
Development efficiency improved
AI-native customer experiences deployed at scale
Uses OpenAI API and Codex
ARPU increased by 22%
Churn reduced by 9%
Telecom/telco customer segment
Published on OpenAI official blog (vendor source)
Go to the source
OpenAI Blogopenai.com
Publisher excerpt: Circles uses the OpenAI API and Codex to power AI-native telco experiences, increasing ARPU by 22%, reducing churn by 9%, and improving development efficiency.