Designed for export/import mismatches
Many data problems are compatibility problems: one system exports Customer Name while another expects name, or the target import requires a fixed column order. This workflow lets you map those structures explicitly.
Start with the format you actually have
Compatible delimited text, spreadsheet, JSON, HTML-table and simple repeated-record XML sources can enter through the same local table layer. If a file contains several sheets or tables, TaskThimble asks you which one to use.
No silent semantic guesses
Header similarity can suggest a likely source column, but ambiguous mappings stay blank. TaskThimble does not infer business meaning such as converting a country name into a country code unless a dedicated transformation explicitly supports that rule.