Continuous monitoring with Culture Biosciences 250mL Bioreactors and 908 Devices MAVERICK

AI model building with good predictive power requires contextualized data from continuous monitoring integrated and served to the algorithm. This often presents a challenge as equipment in process development (upstream, analytical, and downstream) is disconnected, and extraction of data requires dedicated teams. Here we demonstrate seamless integration of Culture Biosciences' 250mL cloud-connected bioreactor data and 908 Devices' MAVERICK®, a Raman spectroscopy-powered in-line PAT device.