Used as an intermediate in the synthesis of pharmaceutical compounds, particularly in the development of antimalarial and anticancer agents. Its structure supports the construction of complex quinoline-based molecules with biological activity. Commonly employed in research settings for generating novel derivatives through nucleophilic substitution or reduction reactions. The cyano and ester functional groups allow for further chemical modifications, making it valuable in medicinal chemistry for structure-activity relationship studies.