Forecasts arrive in documents whose quantities, schemas and formats keep changing. Columns move, periods switch between rows and headers, and new versions arrive. Fixed ETL mappings are brittle; manually rebuilding planning records is repetitive.
forecast-ingest discovers and extracts documents automatically into a validated draft. A reviewer corrects and approves it before publication; source revisions and previous approvals remain traceable.
