- Identifying where fragmented data slows decision making
- Connecting EDC eCOA and external data sources
- Defining clear roles to avoid duplication and gaps
- Improving data review to reduce manual effort
- Integrating systems without adding complexity
- Balancing flexibility with simplicity
- Building contingency plans that work
- Improving communication
- Understanding why delays still happen despite forecasting planning and risk mitigation strategies
- Identifying gaps in real-time data visibility and decision-making across supply teams
- Improving communication between sponsors vendors and sites to enable faster response
- Building processes that allow supply to adapt quickly to changing trial conditions
