Reads the printed spec (item code, description, manufacturer, pack size, quantity, units) and the handwritten response on top of it (as specified / compliant substitute / no bid, and the price). Extended prices, each-counts and per-each cost are computed here, never by the model. Anything ambiguous is flagged for review.