Many attempts to use Data analysis as a means to accelerate audits and increase audit coverage seem to fail and this is due to lack of understanding of DATA per se. i.e. How is it structured, how is integrated, where and how to get it and finally what tools to use to manipulate the data to achieve Audit objectives.