If Electronic Health Record (EHR) systems are to provide an effective contribution to healthcare across Europe, a set of benchmarks need to be set to ensure the quality of such systems. This article describes the results of the EU funded QRec- project and emphasizes the need for validation of clinical archetypes to support the semantic interoperability between EHR systems and other interacting eHealth applications.