---
title: "Circles powers telco personalization with OpenAI technology"
source: "OpenAI：News（RSS）"
source_tier: "t1"
url: "https://openai.com/index/circles"
permalink: "https://feed.astralor.com/items/itm_54e616a32e5ede38b908269b"
published: "2026-08-03T00:00:00.000Z"
score: 80
channel: "ai"
tags: ["AI-native","Circles","Codex","OpenAI","Telco personalization"]
---

# Circles powers telco personalization with OpenAI technology

## AI commentary

> What stands out here is the concrete business outcome numbers, not just concepts. For product decision-makers in telecom, this is a useful reference for measuring AI ROI; for developers, the efficiency gains from Codex are also noteworthy.

## At a glance

Circles, a telecom service provider, uses the OpenAI API and Codex to build AI-native experiences, driving growth through personalization. According to official data, the solution lifted average revenue per user (ARPU) by 22%, reduced churn by 9%, and significantly improved development efficiency. The case highlights how generative AI can be applied in the traditional telecom industry and offers a reference for other businesses looking to turn large-model capabilities into commercial value. It also demonstrates the role of coding assistants in speeding up delivery. As telecom operators seek new growth levers, this example provides a practical blueprint for AI adoption and shows that measurable business impact is achievable when AI is embedded into core operations.

## Key points

- Circles uses the OpenAI API and Codex to build AI-native telecom service experiences
- ARPU increased by 22%
- Customer churn reduced by 9%
- Development efficiency significantly improved

## Full text

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.

---

Verify against the original before citing; curated by Astral Feed: https://feed.astralor.com/items/itm_54e616a32e5ede38b908269b