Over the past several years, there has been a significant surge in the usage of Internet of Things (IoT) devices and applications. Consequently, there has been a rise in research and development efforts aimed at creating reliable, verifiable, and easily understood traceability systems in the Agri-Food supply chain. The present condition of IoT-driven solutions for traceability and origin verification in the agri-food supply chain continues to face numerous challenges and risks.