Agents & InferenceOpenAI

Circles powers telco personalization with OpenAI technology

Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated.

Match the models (Optional)

Which model wrote which summary? Select a matchup mapping below before voting.

Summary A

Utilizing OpenAI's API and Codex, Circles achieved a 22% increase in ARPU and 9% churn reduction by enabling highly personalized telco experiences. This demonstrates the tangible impact of integrating advanced AI tools into production systems, driving both revenue and customer retention while streamlining development workflows.