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Showing posts from March, 2025

The Connected and Verifiable Supply Chain - Need of the hour!!

Research Principles for Supply Chain Excellence Clinical research has evolved through decades of standardization, with Good Clinical Practice (GCP) guidelines ensuring reliable, reproducible results. The pharmaceutical supply chain deserves the same level of scientific scrutiny. By implementing a GxP mindset across logistics operations, one can transform anecdotal experiences into measurable, verifiable outcomes. The parallels are striking. Clinical trials utilize case report forms (CRFs) to document patient data points; modern logistics employs IoT sensors as "digital CRFs" that automatically capture critical supply chain events. Statistical power & calculations can help determine several data points for a # prescisionlogistics model that is not only robust but agile enough to adapt to variable changes.  Outcome: A Connected & Verifiable Supply Chain Modern IoT technology can create a "connected supply chain" that generates real-time data across multiple...