Circles uses OpenAI APIs and Codex to build AI-native telecom experiences and boost revenue. The platform leverages large language models to automate personalization, increasing average revenue per user by 22 percent while lowering churn. This implementation demonstrates how consumer-facing enterprises can integrate foundational models to drive measurable business growth and engineering efficiency.
Opening Kapyn…