Methods and systems for receiving, mapping and structuring data from disparate systems in a healthcare environment are described. An example system for processing healthcare data includes an interface to receive input and display output, the input comprising a plurality of differently formatted healthcare messages and an identifier to identify a message type of the plurality of healthcare messages received. The example system also includes a mapper to map data of the plurality of healthcare messages to respective models based on the message type identified and a data store to store the models and corresponding mapped data.