As evidenced by the Catena-X prototype implementation, the execution of these battery standardization projects should also take into account the Gaia-X and International Data Spaces reference architectures and make use of uniform linked data schemas . Following this approach will ensure a comprehensive and integrated digital solution for creating useful product passports, that can help to achieve a truly automated, safe and efficient pipeline through automation.