The refractory and its user industries are still driven by trial and error, which inherently leads to too long development cycles for new approaches. Modelling and digitalised data analysis can contribute to faster innovation which is needed to overcome the carbon challenge. An international group of experts will discuss in a panel at UNITECR which data are available or would be required, how to approach data exchange between suppliers and users of refractories, and what has been achieved so far.