High Throughput: Robotic systems can screen thousands of catalyst candidates and reaction conditions in a fraction of the time required by manual methods. Reproducibility: Automated processes reduce human error, leading to more consistent and reproducible results. Data Management: Integrated software systems can handle large datasets, facilitating efficient data analysis and interpretation. Cost Efficiency: Although the initial setup cost can be high, the long-term savings in time and labor make robotic screening a cost-effective solution.