From Manufacturing Data to Predictive Insight: Leveraging Process Data to Drive Allogeneic Cell Therapy Development
- Structuring data capture systems and databases to aggregate clinical manufacturing runs and enable meaningful analysis of process performance trends
- Applying aggregated data to develop predictive models for process yield, cell expansion, unit operation recovery, and process timing
- Identifying critical process parameters and performance gaps through data analysis to guide optimization and improve robustness