1 link tagged with all of: data analysis + kepler + sql + agents + internal tools
Click any tag below to further narrow down your results
Links
OpenAI’s data productivity team built Kepler, an AI agent that understands their data platform context and writes iterative SQL to answer complex data questions. It handles table discovery, query refinement, follow-up prompts and even visualizations, cutting analysis time and reducing errors.
- OpenAI built Kepler, an internal AI agent that writes iterative SQL to answer data questions across 70,000 datasets and 600 petabytes daily, deployed via Slack, IDEs, or web UI
- It doesn't just query once—it discovers tables, refines CTEs, verifies numbers against dashboards/Notion, and proposes hypotheses (e.g., duplicate logging) for anomalies like a WAU spike
- Memory for self-learning plus rigorous evals let it improve over time without regressing
- Rolled out to 80% of the company, turning multi-engineer, multi-hour investigations into minutes