This document discusses right first time (RFT) dyeing and the challenges in achieving it. RFT dyeing means completing the dyeing process properly on the first try without any faults. Achieving RFT dyeing increases productivity and profits by reducing time, fabric damage, and costs from multiple dyeing attempts. However, small inaccuracies in measuring and adding chemicals and dyes during bulk production can result in shades that do not match, requiring re-dyeing. Even minor differences of 0.1% of chemicals in dyeing 1000kg of fabric can result in using 1-2kg less dye. Careful control of all process variables is needed to consistently achieve RFT dyeing.