Located in the old Southold Savings Bank building on the corner of Route 25 and Youngs Ave., Capital One Bank serves both business and personal banking needs. Whether you're looking for a bank to help you invest for your retirement needs, or if you need a home loan or a checking account, Capital One has a variety of options and services to help you. A FedEx drop box is located onsite.