Digital and Pharma 4.0
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Digital and Pharma 4.0
ArticleThermal assurance as an operating model: why the pharmaceutical cold chain must evolve beyond visibility
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.
ArticleAdopting an AI-driven approach to scale with confidence
Exploring how mid-size pharma can meet European regulatory expectations without rebuilding infrastructure.
OpinionProcess Raman spectroscopy: closing biomanufacturing’s measurement infrastructure gap
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.