The document discusses liquid-liquid extraction (LLE), a process often underemphasized in chemical engineering education, that relies on equilibrium data generated from laboratory shake tests for effective scale-up and column selection. It details the methodology of conducting shake tests to inform decisions on solvent selection and extraction column technologies, critical for various applications across chemical, biotech, and food industries. The article emphasizes the advantages of standardized shake tests, including cost-effectiveness and rapid data acquisition, which support better design choices in pilot-plant testing.