pharmaceutical-supply-chain

You can validate temperature excursions by analyzing shipment temperature logs against required ranges. This Skill processes your data to identify deviations and confirms whether products stayed within mandated cold chain limits.

Logging GDP deviations involves recording the event, assessing its severity, and defining corrective actions. This Skill guides you through documenting Good Distribution Practices deviations to maintain regulatory compliance.

Creating EPCIS events requires mapping serialized product data to standard event formats. This Skill manages product serialization and generates EPCIS events to verify product authenticity throughout the supply chain.

You can calculate Investigational Medicinal Product (IMP) demand and generate randomization schedules. This Skill supports clinical trial logistics by optimizing depot strategies and determining required trial supply quantities.

Yes, you need pandas and numpy installed in your environment. These dependencies are required to run the scripts that perform data analysis for temperature validation, serialization, and GDP compliance tasks.