BASF was faced with the challenge that the manual preparation of samples for spectrographic analysis was time-consuming and error-prone. The existing method limited throughput and required high human resources, especially for large sample volumes. In addition, errors or problematic samples often led to delays as the process was interrupted in such cases. An automation solution was required to increase sample throughput, handle errors dynamically and significantly improve efficiency in the laboratory.