and automated batch processing can all assist in helping labs respond to issues as quickly and efficiently as possible. Supply chain challenges take many forms in pharma – from capacity issues ...

Pharma 4.0 has considerably challenged the traditional batch approaches and old business ... For example, the ANN model is used in the risk-based analysis of the biomanufacturing process.