Quality risk management plays a key role within pharmaceutical production. Being able to predict quality issues and proactively maintain regulatory compliance prevents production downtimes and disruptions of medicine supply. This article outlines a comprehensive approach how to address and predict quality risks by utilising internal and external metrics.