Providing infrastructure for supporting data-driven transformations, Alloy Health Platform™ can aggregate and harmonize data from diverse sources to foster integration and management across interdependent domains of healthcare, health research, and life sciences. Focusing on data to support usage even as application landscape changes, solution offers purpose-specific registries, customizable tools for extraction/transformation, and real-time exposure of relevant data to authorized users.