Abstract: Systems and methods to provide tracing of data through a transformation process using tracers added to the data during the transformation. In one embodiment, a method includes: receiving a plurality of data records; processing the data records using a plurality of transformation rules, wherein each of the transformation rules corresponds to a respective one of a plurality of tracers; and adding the tracers to the data records as needed to indicate those of the transformation rules used to process each data record. After processing the data records using the transformation rules, the data records are provided to a target system, and the transformation process is validated using the tracers added to the data records.

Abstract: Systems and methods to provide tracing of data through a transformation process using tracers added to the data during the transformation. In one embodiment, a method includes: receiving a plurality of data records; processing the data records using a plurality of transformation rules, wherein each of the transformation rules corresponds to a respective one of a plurality of tracers; and adding the tracers to the data records as needed to indicate those of the transformation rules used to process each data record. After processing the data records using the transformation rules, the data records are provided to a target system, and the transformation process is validated using the tracers added to the data records.