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Inside OpenAI’s in-house data agent

OpenAI Blog

OpenAI built an internal AI system that combines GPT-5, Codex, and memory components to analyze large datasets and generate insights without human intervention. The system can process queries and deliver analytical results in minutes rather than the hours or days typical manual analysis requires. Organizations using similar architectures could reduce time spent on data exploration and allow analysts to focus on interpreting results rather than data preparation.

Why it matters

How OpenAI built an in-house AI data agent that uses GPT-5, Codex, and memory to reason over massive datasets and deliver reliable insights in minutes.

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