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All the components of AI infrastructure are offered in both the cloud as well as on-premises, so it’s important to consider the advantages of both before deciding which is right for you. While cloud providers like AWS, Oracle, IBM and Microsoft Azure offer more flexibility and scalability, allowing enterprises access to cheaper, pay-as-you go models for some capabilities, on-premise AI infrastructure has its advantages too, often providing more control and increasing the performance of specific workloads.