A key aspect of the platform's design is the development of an intuitive Graphical User Interface (GUI) that enables chemists without programming or machine learning expertise to easily navigate the system. The GUI provides functionality for creating new experiments, which store all the settings and results for an optimization run. It also allows users to generate the required positional and sample data utilized by the platform and liquid handler to prepare reactions (Figure ).