The field of catalysis involves numerous experiments, computational simulations, and data collection from various sources. This generates a significant volume of data that needs to be processed and analyzed efficiently. ETL tools help in automating the data pipeline, ensuring data quality, and enabling researchers to focus on the scientific aspects rather than data handling.