This Data^#3 Cloud discussion paper explores five specific use cases as a way to illustrate the strengths of Microsoft Azure and Amazon Web Services (AWS) as alternative Cloud platforms for business, and examines their relative capabilities for Infrastructure as a Service (IaaS), Software as a Service (SaaS), and Platform as a Service (PaaS). Each practical scenario provides insights, tips and questions to ask to facilitate comparison in the context of your organisation.