Real-time monitoring has become standard practice in temperature-controlled distribution. The differentiator now is whether organisations can convert signals into decisions early enough to prevent excursions, reduce waste and strengthen resilience. As Vijay Paliwal, Vice President, Global Advanced Solutions & Customer Experience at Cold Chain Technologies explains, that shift is driving a new operating model for cold chain management: thermal assurance.
Exploring how mid-size pharma can meet European regulatory expectations without rebuilding infrastructure.
The annual conference for contract pharmaceutical manufacturing partners returns to Pennsylvania, centering on regulatory shifts, AI and biotech innovation.
The biopharmaceutical industry has embraced Pharma 4.0 concepts, but the measurement infrastructure required to realise autonomous facilities and continuous bioprocessing remains underdeveloped. Process Raman spectroscopy offers continuous, non-destructive monitoring at frequencies aligned with cell culture dynamics, bridging the gap between control system capabilities and available data.
CMAC’s milestone aids the pharmaceutical industry’s transition from manual and siloed data operations to connected, intelligent manufacturing systems.