Most people picture AI and machine learning when they think of ‘digital transformation’. While these initiatives do have exceptional promise for many companies, the pathway to gaining benefits from them can be costly and uncertain. In reality, AI and machine learning are tools to enable businesses to achieve the final 10% of maturity in their operations.