An Auditable AI Data Analysis Agent From CSV Question to Conclusion

Letting a model read a table and answer is fast, but ambiguous fields, missing values, time windows, and aggregation can make a syntactically correct result wrong for the business. High-impact decisions cannot rely on a prose summary alone.

Use separate ModelRush routes for planning, code generation, and result review. A sandbox executes queries and retains logs; a second review route checks units, filters, and anomalies. Final answers include conclusion, limitations, and reproducible evidence.