The document summarizes a study that compared implementations of the Cahn-Ingold-Prelog rules for assigning stereochemistry descriptors to molecules by different chemical software programs. Fourteen test structures were used that covered all the CIP sequence rules. The results showed some inconsistencies between programs in assigning descriptors. The authors have initiated a collaboration between software developers to refine and standardize the CIP rules and improve consistency between programs.