Sales Data Extraction Agent

To extract sales metrics from inconsistent Excel workbooks automatically, you can monitor designated directories for new files, parse sheets to detect MTD or YTD metrics, and normalize revenue and unit columns across varying schemas into structured data.

The best way to parse currency-formatted numeric fields from Excel sales reports into PostgreSQL is to normalize currency values during sheet extraction and perform transactional bulk inserts to persist validated metrics with update-safe behavior and comprehensive audit logging.

Real-time Excel file monitoring handles lock files by explicitly ignoring them, waiting instead for write completion on new or updated workbooks before parsing sheets and extracting sales performance data.

Yes, you can calculate quota attainment and Year End metrics across varying report schemas by detecting metric types from sheet names and normalizing inconsistent column names and currency formats during extraction.

You import MTD and YTD sales data into PostgreSQL using transactional bulk inserts that record source file references, ensuring update-safe behavior and producing comprehensive audit logs for the validated metrics.