A system for performing an integration of an origin data set into a target data set, the system comprising: one or more processors (332, 342, 504); and memory storing instructions that, when executed by the one or more processors (332, 342, 504), 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 (332, 342, 504); and memory storing instructions that, when executed by the one or more processors (332, 342, 504), 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.