Niall Macaulay | Policy Officer
Health Emergency Preparedness and Response Authority

Niall Macaulay, Policy Officer, Health Emergency Preparedness and Response Authority

Appearances:



Pre-Congress Workshops (19th October) @ 12:15

Panel: Modelling Supply Chain Resilience: From Digital Twins to Global Strategy

  • What does a true “digital twin” of a vaccine supply chain look like, beyond simple forecasting models? 
  • How can digital twins help predict and prevent bottlenecks across manufacturing, fill-finish, and distribution? 
  • What data is essential to build an accurate, end-to-end digital replica of the vaccine supply chain? 
  • How can simulation outputs translate into real procurement, inventory, and allocation decisions? 
  • Where are the current gaps between modelling insight and operational action? 
last published: 08/May/26 11:35 GMT

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