OpenAI built an in-house AI data agent that reasons over 600+ petabytes and 70,000 datasets. It uses natural language to help Engineering, Product, and Research teams obtain trustworthy answers with contextual, table-level knowledge. The agent is Codex-powered and integrates product and organizational context.