Pharmaceutical Logistics Shifts to Predictive Models with AI and IoT for Enhanced Supply Chain Resilience
The global pharmaceutical supply chain is undergoing a significant transformation, moving from a reactive to a predictive logistics framework. This evolution is driven by scientific advancements in medicine, which necessitate a higher level of supply chain resilience to manage the global movement of medical products amidst real-world disruptions. Key to this shift is the integration of advanced technologies such as sensors, artificial intelligence (AI), and the Internet of Things (IoT). Smart sensors embedded in packaging provide real-time visibility into environmental conditions like temperature, light, and shock. This data, combined with AI and IoT, enables higher levels of supply chain planning, oversight, and interoperability. For instance, next-generation routing software can automatically reroute shipments in response to weather delays or traffic gridlock, and immediately alert relevant teams. This proactive approach ensures that critical medical products, especially temperature-sensitive therapies, ... 
