Abstract: The swift digitalization of logistics and supply chain networks has exacerbated the necessity of safe, smart, and adaptable opti-mization frameworks with the ability to operationalize huge volumes and heterogeneous and real-time information. Here, block-chain technology used in conjunction with deep learning has become one of the promising paradigms to eliminate the unresolved issues regarding the integrity of data, their transparency, confidence, and the efficiency of decisions in logistics activities.