RecipeChef gives you a recipe-first workflow for building products, costing them with kitchen-aware unit bridges, generating label-ready nutrition panels, reviewing uncertain ingredient matches, applying manual overrides when needed, and exporting stable snapshots without spreadsheet sprawl. The benchmark suite now stands at 43/43 PASS across US and Canada.