Chemists working at the University of Amsterdam’s (UvA) Sustainable Chemistry research priority area have collaborated with the Solvay Lab of the Future in Bordeaux to develop a practical toolbox for predicting the solubility of small molecules in different solvents. These tools are available open-access and free of charge, and can enhance solvent selection and formulations of many industrial products.