Scope: one flat CSV or XLSX table, up to 5,000 rows, 20 columns and 10 MB; up to five written cleanup rules. We can trim whitespace, apply exact approved value mappings, normalize dates using a confirmed format, flag required-field gaps and remove exact duplicates using agreed keys. Identifiers and protected columns are preserved.