The global supply chain plays a critical role in the economy by facilitating the movement of goods and services from manufacturers to consumers. However, the supply chain is often plagued by issues such as fraud, counterfeiting, and lack of transparency. These issues not only impact businesses financially but also pose risks to consumer safety and