1. A system, comprising: a memory operable to store data associated with at a least one data integration system; and a processor communicatively coupled to the memory and the processor is operable to: identify a first data integration system that uses a first operating system; identify a first file format associated with data for the first data integration system, wherein the first file format is specific to the first operating system; identify a second data integration system that that uses a second operating system, wherein the first operating system is different than the second operating system; identify a second file format associated with data for the second data integration system, wherein the second file format is specific to the second operating system; determine a plurality of differences between the first data integration system and the second data integration system, wherein the plurality of differences comprises: format differences between the first file format and the second file format; and operation differences between the first data integration system and the second data integration system; determine a set of transformation rules, based at least in part on at least one of the plurality of differences, wherein the set of transformation rules describe how to convert data from the first file format to the second file format; create a conversion algorithm, based at least in part on the set of transformation rules; execute the conversion algorithm to convert a set of files associated with the first data integration system to a corresponding set of files associated with the second data integration system, wherein converting the set of files associated with the first data integration system comprises: parsing the set of files associated with the first data integration system into a plurality of source tokens; identifying source tokens from among the plurality of source tokens to convert to a target token; converting the identified source tokens into target tokens; sending the target tokens to a post-conversion file; sending source tokens from among the plurality of source files that were not converted to target tokens to the post-conversion file; and assembling the file associated with the second data integration system using source tokens and target tokens in the post-conversion file; and execute the second data integration system, wherein the second data integration system uses at least one of the converted files associated with the second data integration system.