Manual IP supply planning is a primary bottleneck in clinical trial execution, causing delays, drug wastage, and patient safety risks. A custom automated workflow ingests the finalized protocol, visit schedules, and randomization plan to dynamically forecast kit demand, design packaging configurations, and generate logistics specifications. This eliminates weeks of manual coordination between clinical, supply chain, and IVRS/IWRS teams, directly reducing the risk of stockouts or expiry that can derail a multi-million dollar trial. The architecture must integrate with protocol authoring tools, ERP/MRP systems, and clinical supply management platforms.




