The rapid progression of data platforms and their capabilities has seen analytical models increasingly being used to model complex business scenarios for planning, operations, investment and innovation. Businesses continue to shift to data-driven decision making at all levels in the organisation as data streams, processing and subsequent insights become ubiquitous. Given the availability of these technological capabilities, the critical question is how to achieve success with these toolsets.