AI-created demonstration, not client work. Eight fictional JSON records reconcile to five cleaned CSV records, two exceptions and one removed exact duplicate. Whitespace and case were normalized. SKU strings keep leading zeroes; zero and missing quantities stay distinct. An ambiguous price and invalid quantity remain in exceptions. One formula-like name was escaped and flagged as text.