Abstract This perspective paper summarizes the authors’ view on how process diagnostics and control can help to gain a deeper insight into thermal spray processes better understand underlying mechanisms. The current situation in terms of available strategies suitable sensors is described. In perspective, it assumed that with models, machine learning tools, will be possible perform smaller numbe...