Used as an intermediate in organic synthesis, particularly in the preparation of cyclooctane-based compounds for pharmaceuticals and fine chemicals. Its keto-ester functionality allows for versatile transformations, including condensation, reduction, and cyclization reactions. Commonly employed in the development of fragrances and specialty cyclic molecules due to its eight-membered ring structure and reactive sites.