Medicare Supplement Insurance is a privately offered insurance product that helps pay for health care costs that are not covered directly by Medicare. In exchange for monthly premiums and potentially a deductible, you can get access to valuable benefits that make health care coverage far more affordable. This is what Medicare Supplements are.