Introduction: Industrial RO systems now integrate multi-stage purification to reduce downtime and manual work, ensuring efficient, cleaner water treatment amid variable conditions. In many industrial settings, the daily routine involves managing complex water purification tasks with limited time and fluctuating water quality. This workflow gap oft