Automated sample preparation involves using robotic systems and automated instruments to handle the preparation of samples for catalytic testing. This process includes steps such as weighing, mixing, dosing, and even initial characterization. The goal is to increase accuracy, reproducibility, and throughput, while minimizing human error and labor.