Data science revolution in process improvement and assessment?

Abstract In God we trust, all others bring data. This legendary statement from quality guru W. Edwards Deming has been used and quoted countless times in motivating and justifying the role of data in software process improvement (SPI). It is now more relevant than ever, but data science has the potential to revolutionize the collection and analysis of data in SPI.