In terms of leveraging this type of methodology for the development of battery recycling through digitalization, an idea that comes to mind is to get inspiration from this framework and thus create a connected modeling pipeline that mirrors the sequential steps of the recycling pipeline of interest. However, depending on the type of the recycling approach and number of steps utilized, there could be a variety of ways of translating this approach to the recycling value chain. For this reason, in the following sections we discuss the perspectives of particular modeling tools and our envisioned use of these techniques in the recycling landscape.