Alex Vail took a sabbatical from his job on the board of one of the country's leading manufacturers to conduct several research projects, including the largest ever study into the UK's corporate AI capabilities. In total, he surveyed 234 senior leaders and interviewed 92 executives from FTSE350 companies to identify why digital transformations succeed or fail; the data dependency of organisations; and their levels of data literacy at senior levels. What emerged from the research was a clear set of success factors, grounded in mindset and behaviour elements, which have been used to create a framework that any company can follow, regardless of their size or complexity, that will guarantee successful data transformations.