A data consolidator is arranged to receive and process input data comprising: import data of a first type; and delta import data for transforming data of the first type, and provide output data comprising: export data of the first type; and delta export data for transforming data of the first type. The input data and output data optionally comprise so-called "full" and "delta" import data.