The TeselaGen platform is geared towards providing companies advancing the bioeconomy a secure software infrastructure that facilitates rapid progress, scale-up development, easy collaboration, and knowledge/IP preservation. It also makes the optimization process easier and faster with streamlined data acquisition, sequential model-based optimization, and machine learning.