BioMADE Community Capabilities Webinar | Go-to-Market Faster: AI-Driven Fermentation and Formulation Optimization

The next generation of high-performance, sustainable products—from advanced coatings to specialty plastics—relies on innovative, biomanufactured ingredients. Yet, optimizing the fermentation processes to create them and formulating them into final products remains a major bottleneck, trapped in slow, expensive cycles of trial-and-error. While the underlying physical mechanisms are somewhat understood, the quantity of process parameters and input composition decisions make the optimization difficult to perform intuitively or with traditional design-of-experiments approaches. Likewise, the optimization of product formulations utilizing biomanufactured ingredients faces similar complexity challenges. For such problems, machine learning coupled with chemistry and materials science insights can be a powerful tool by providing the most efficient sets of experiments to achieve performance goals. In this session, Citrine Informatics will demonstrate how their platform's uncertainty-driven AI provides the crucial insights needed to dramatically accelerate development, minimizing wasted experiments and maximizing results.

Members, find all webinar recordings here.