A system for performing an integration of an origin data set into a target data set , the system comprising: one or more processors ; and memory storing instructions that, when executed by the one or more processors , cause the system to: receive the origin data set , the origin data set being organized according to an origin data set schema specifying a format for data of the origin data set ; receive a target data set ontology , the target data set ontology defining data objects of the target data set ; generate , according to the origin data set schema and the target data set ontology , a transform language specific to the origin data set schema and the target data set ontology , the transform language specifically operable to receive data formatted according to the origin data set schema and to output data formatted according to the target data set ontology ; receive transform instructions programmed in the transform language specific to the origin data set schema and the target data set ontology ; analyze the transform instructions to identify one or more errors in the transform instructions, the analysis being performed as the transform instructions are being received; and integrate , subsequent to a correction of the one or more errors in the transform instructions, at least a portion of the origin data set into the target data set based on the corrected transform instructions. one or more processors ; and memory storing instructions that, when executed by the one or more processors , cause the system to: receive the origin data set , the origin data set being organized according to an origin data set schema specifying a format for data of the origin data set ; receive a target data set ontology , the target data set ontology defining data objects of the target data set ; generate , according to the origin data set schema and the target data set ontology , a transform language specific to the origin data set schema and the target data set ontology , the transform language specifically operable to receive data formatted according to the origin data set schema and to output data formatted according to the target data set ontology ; receive transform instructions programmed in the transform language specific to the origin data set schema and the target data set ontology ; analyze the transform instructions to identify one or more errors in the transform instructions, the analysis being performed as the transform instructions are being received; and integrate , subsequent to a correction of the one or more errors in the transform instructions, at least a portion of the origin data set into the target data set based on the corrected transform instructions. receive the origin data set , the origin data set being organized according to an origin data set schema specifying a format for data of the origin data set ; receive a target data set ontology , the target data set ontology defining data objects of the target data set ; generate , according to the origin data set schema and the target data set ontology , a transform language specific to the origin data set schema and the target data set ontology , the transform language specifically operable to receive data formatted according to the origin data set schema and to output data formatted according to the target data set ontology ; receive transform instructions programmed in the transform language specific to the origin data set schema and the target data set ontology ; analyze the transform instructions to identify one or more errors in the transform instructions, the analysis being performed as the transform instructions are being received; and integrate , subsequent to a correction of the one or more errors in the transform instructions, at least a portion of the origin data set into the target data set based on the corrected transform instructions. <EOS>