This workshop will present the results of the DD-DeCaF project providing also an introduction to systems biology approaches for the design of cell factories and an overview of different tools developed by the consortium. The DD-DeCaF platform will be showcased alongside other metabolic engineering tools. The relevance of data-driven approaches in biotechnology will be discussed in an industry roundtable. Including speakers from DTU, SilicoLife, EPFL, UMinho, ITQB, Autodesk.