The goal was to employ an automated approach to measure the pKa as well as the distribution coefficient as visualized by the flowchart in Figure . Customized experimentation was avoided in favor of developing standardized workflows due to the large number of compounds and solvent combinations that were selected for testing. As will be described in the section below, there were a substantial amount of experimental data generated in support of this investigation.