Cloud Computing has redefined all functions of technology, including Digital, Analytics, and AI. By utilising new business models, the cloud is now transforming industry services. The broad Anything-as-a-service (XaaS) business model now provides faster and more agile outcomes with a consumption-based service that optimises top workloads. Cloud providers now effectively utilise the consumption model with effective resource planning thus enabling enterprises to effectively execute their strategies regardless of the level of demand and the number of resources required to deliver the cloud services. Organisations are looking to leverage Digital, Artificial Intelligence (AI), and Machine Learning (ML) technologies and models to harness the power of data and deliver business innovation through data science. But to achieve success, many organisations and solution providers face challenges when they seek to scale these programs from pilot to production.