Marketing operations is no longer a “nice to have” for organizations with annual revenue less than $1 billion in revenue. Our benchmark data has chronicled the development of marketing operations within growing companies, and provides guidelines for investment. The key to marketing operations success is determining the right economies of scale for various growth phases.