Apart from the improvements to the models themselves, it is important to focus on the user experience as a future direction. The cycle time to incorporate the changes to the different modules in the software suite, and the inclusion of different types of chemical reactions, such as enzyme-mediated reactions, need to be considered to increase the usability of the models in the industry setting.