As the architect of a seismic data analysis system utilizing an Apache Hadoop cluster for its ETL process, you face a challenge where the ETL process takes several days to complete due to computational complexity. Upon investigation, you find that the sensor calibration step was omitted. To systematically incorporate sensor calibration in the future, what should you do?