The present disclosure involves a method of ingesting data in an enterprise server environment. A configuration file is accessed. The configuration file specifies a blueprint for constructing a data adaptor that includes a data adaptor source, a data adaptor sink, and a data adaptor channel coupled between the data adaptor source and the data adaptor sink. The data adaptor is constructed based on the configuration file. Via the data adaptor, data is retrieved from a first entity. Also via the data adaptor, the retrieved data is written to a second entity different from the first entity. The accessing, the constructing, the retrieving, and the writing are performed by one or more electronic processors.