Medicare Supplements, also known as Medigap, are private insurance policies designed to fill gaps in original Medicare coverage. While Medicare pays for a great deal of medical expenses, a Medicare Supplement policy can help cover some remaining costs, such as copayments, coinsurance, and deductibles. Enrollees can choose from a variety of supplemental plans with different benefits and costs.