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Batch coding plays a crucial role in product traceability, enabling products to be tracked and monitored throughout their entire lifecycle, from production to processing and distribution. This system is especially important in industries such as food and beverage, pharmaceuticals, and manufacturing, where product safety, quality control, and regulatory compliance are of paramount importance. By assigning a unique batch code to each production batch, manufacturers can trace the origins of raw materials, monitor production processes, and manage distribution efficiently. In the event of any quality issues or recalls, batch coding allows for rapid identification of affected products, minimizing risk and ensuring consumer safety.