Next-generation data and analytic requirements by healthcare organizations indicate a need to modernize data architectures. The data-as-a-service architecture vision seeks to deliver any data, over any channel, at any time, to any analytical use case. This thought piece discusses several of the technology components and capabilities that a healthcare DaaS architecture will require.