The Data Value Factory is a spin-out from the University of Manchester. We have been carrying out research on data integration and data cleaning for over a decade, with a view to reducing the cost of data wrangling. Our Data Preparer system builds on this experience to provide the first declarative data wrangling product. Describe what you want, and the system works out how to produce it.