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Circles powers telco personalization with OpenAI technology

OpenAI · OpenAI Blog · Aug 03, 2026 · Product Launches

Circles telco saw 22% ARPU increase and 9% churn reduction using OpenAI API and Codex

Circles, a telecom company, deployed OpenAI's API and Codex to build AI-native customer experiences, yielding measurable business outcomes including 22% higher average revenue per user and 9% lower churn. The case study demonstrates enterprise AI delivering quantified ROI in a traditionally laggard vertical. It signals OpenAI's continued push into vertical-specific enterprise deals as a growth vector.

openai codex telco personalization enterprise-ai

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