Aspects of the present disclosure involve systems and methods that enable the dynamic execution of code library calls using external system data. A processing device processes unstructured data to generate structured data that optionally may be filtered. The processing device uses the structured data and one or more parameter groupings to execute various commands associated with a code library of an external system.