Digital Twins in clinical supply forecasting

  • How Bluefin’s proprietary digital twin architecture enables RTSM integration and accurate, real-time forecasting
  • Case study: Accurately forecasting a close call as enrollment accelerates
  • Case study: Explaining high overage driven by short shelf-life – turning a stakeholder question into a data story

CTS sourcing and procurement trends and challenges – external manufacturing as the “procurement´s operational arm”

Accelerate, cultivate, innovate!

  • Managing relationships with the modern supplier
  • How Bayer’s external relationship governance model adds value to the business ensuring a reliable partnership and complements the sourcing & procurement functions within CTS scope
  • Trends on procurement roles and the necessity to have an operational perspective
  • Different approaches from different business necessities
  • Trends on how to best manage CMOs, 3PLs and clinical trials partners

Comparator sourcing in clinical trials: common risks, practical mitigations

  • Recognizing where comparator sourcing typically goes wrong and how those issues affect enrollment, supply, timelines, and cost
  • Addressing key challenges such as shelf life, long lead times, country-specific requirements, and blinding needs
  • Sharing practical mitigation strategies and lessons learned from real planning scenarios