The invention relates to a computer-implemented system and method for provisioning data to data consumers within a business or organization. The method may include the steps of: providing a user interface for the data consumers that presents them with a data catalog identifying various data sources available to the data consumer and an electronic data request form, and presenting a data owner in the organization with options for specifying access to their data. The method may also include providing a data preparation module that includes an interface to the data sources, a data entitlement module to control the types of data presented to the data consumer, and a semantic layer that replaces technical terms associated with the data sources with non-technical descriptions of the available data. The method may also include automatically provisioning the requested data to the data consumers using an auto code generation function.