PPDS renderer for pilot validation

A fail-closed PPDS renderer exists; recipe completeness, allergen presentation, printer compatibility, legal workflow and production acceptance remain pilot-scoped.

  • Ingredient and allergen rendering is available for controlled review.
  • Incomplete recipe data blocks the preview print path.
  • Legal workflow and printer compatibility require pilot acceptance.