Scaling Through Automation & Digital Biomanufacturing

Shorter development cycles, fewer failed batches and more consistent production are strong reasons to invest in AI and automation. Choosing where to start is harder. Speakers from Quartz Labs, Siemens, Cellcraft, Pall Corporation and Planetary will discuss where digital tools can make a practical difference in fermentation and cell cultivation, what data they need and how to assess whether the investment makes sense.

What you’ll take away:

• Where AI and predictive modeling could help teams choose experiments and shorten development time.
• How real-time monitoring and automated control can help detect and respond to changes during production.
• Which repetitive tasks could be suitable for robotics, and what that could mean for labor and operating costs.
• What data and systems need to be in place before these tools can be useful.
• How to assess digital investments against measurable improvements in yield, consistency, cost and scale-up.