Integrated Data Management from Research to GMP Production in Pharma Biotech



Integrated data collection has been established from simple to complex analyzers within pharma bioprocesses including pH meters. Cedex Analyzers, microscale bioreactors, particle counters, or mass spectrometry. These data feed into (meta)data integration layers to enable deep learning and agile process development. The talk describes how Roche Pharma Penzberg, Singapore, and Basel use Sm@rtLine Data Cockpit middleware to support this approach. Learn More