The invention relates to a manufacturing execution system comprising: a manufacturing execution plan being indicative of a set of manufacturing steps to be executed for manufacturing a product, a planning component for determining a context-specific data collection plan of data to be collected during execution of one of the manufacturing steps, a service interface for providing the data collection plan in response to a service request, a database for storing data that has been collected in accordance with a context-specific data collection plan