Reproducibility is a major challenge in catalytic research. Automated systems reduce variability by ensuring that each sample is prepared using the same protocol and conditions. This minimizes human errors such as incorrect measurements, inconsistent mixing, or contamination. Automated systems can also log all preparation parameters, making it easier to trace and troubleshoot any anomalies that occur during experimentation.