Amgen: Data Integration and Real-Time Analytics for Biomanufacturing Process Development

Over the past several years, Amgen has undergone a digital transformation to integrate source systems to a centralized data lake and provide a platform for advanced analytics. With access to this wealth of data, however, comes a need to provide interpretable, actionable information to business users. We present a series of case studies in which Spotfire dashboards were developed as front-end access points to a variety of data sources, including GMP reporting of process data for commercial drug substance manufacturing support, raw material tracing, and machine learning-based predictions of process performance. Through these examples, we highlight the speed and flexibility gained when using Spotfire as a tool to turn complicated data structures into accessible, reproducible visualizations.