Glipizide reduces blood glucose by stimulating the pancreas to produce more insulin. Glipizide is not a cure for diabetes. The FDA approved glipizide in May 1984. PRESCRIBED FOR: Glipizide is used together with diet and exercise to reduce blood glucose in patients with type 2 diabetes.