Within this study, we present a method to adjust the pH of several multi-buffered polyprotic solutions to aid chemical laboratories dealing for formulation chemistry. A set target pH can be achieved via an iterative workflow in a fully automated manner, using a robotic platform informed by an active machine learning-based optimization strategy.