Self-initiated sample: I designed this AI-assisted product catalog cleanup workflow to standardize messy product data, rewrite unclear descriptions from source facts, structure attributes, flag missing or unsupported claims, and return a clean owner-reviewable spreadsheet. The goal is to make ecommerce catalogs clearer, more consistent, and easier to maintain without inventing product information.