A process for preparing components or mixtures of components that can be utilised to impart a flavour to a foodstuff. More in particular, a process for preparing flavour components involving so-called Maillard reactions, wherein at least part of the reaction conditions is determined by modelled relationships and/or a simulation of complex chemical reaction pathways.