This brochure describes how knowledge graphs transform pharmaceutical batch genealogy by integrating siloed manufacturing, logistics, and compliance data into a unified, traceable view. Traditional batch genealogy systems are often inflexible, difficult to scale, and poorly integrated. Using Altair Graph Studio, organizations can connect disparate data sources, enforce governance, and visualize complete batch histories from development through distribution. The solution supports regulatory compliance initiatives such as IDMP and PFAS tracking while enabling faster impact analysis and audits. Knowledge graphs provide a scalable, interoperable foundation that improves transparency, traceability, and decision-making across pharmaceutical operations.

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