A customer receives multiple files every week, but the schemas vary slightly across files and over time. You need a reusable Alteryx-based pipeline that standardizes inputs into a canonical structure, handles schema drift without constant workflow edits, and loads clean data into a warehouse.
Ingest multiple weekly files from a shared landing zoneHandle renamed, missing, or extra columnsApply reusable mappings and type normalizationValidate quality before warehouse loadSupport reruns without duplicate data