The user uploads the messy supplier CSV, types a brief prompt (e.g., "Make column 3 the Shopify SKU, convert column 5 from EUR to USD, and format dates to MM/DD/YYYY"), and clicks "Clean." The AI maps, cleans, and instantly downloads the perfect Shopify-ready CSV.