• What closed-system technologies show highest ROI for autologous therapies?
• How are automated systems reducing human error in cell processing?
• What validation challenges emerge when transitioning from manual to automated processes?
• How do single-use technologies impact facility design requirements?
• What workforce reskilling programs support automation adoption?
• How are AI vision systems improving QC in fill-finish operations?
• What lessons come from allogeneic therapy automation efforts?
• How are regulators evaluating automated process changes?
• What cybersecurity risks exist in networked manufacturing equipment?
• How does automation affect COGS per dose calculations?
• What role do robotics play in cryopreservation workflows?
• How are companies managing tech transfer to CDMOs?

• Closed Systems
• Vector Production
• Automation
• Single-Use Tech
• Scale-Up
• QC Integration
• Tech Transfer
• Modular Facilities
• Workflow Optimization
• Contamination Prevention
• Chain Of Identity
• Regulatory Alignment

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