Abstract
Our ARTISTIC project was born in 2018 to improve the efficiency of lithium‐ion battery cell manufacturing process through computational modelling, allowing the research and development of new digital tools to accelerate the optimization of this process. Thanks to the development and use of innovative numerical models, machine learning algorithms and virtual and mixed reality tools, we could significantly advance the understanding of manufacturing/performance battery‐cell performance relationships. However, scientific research by itself is not enough to bring innovations into practical applications for society. The creation of spin‐offs or start‐ups can ease the transition from research to application, since it allows scaling up the research outputs into products or services ready‐to‐use by the customers. In this Concept, we discuss the benefits of this transition, we introduce the research findings obtained in the last years within the framework of our ARTISTIC project, and our actions to move from our research to industrial products.