By shipping software, an executive agrees to assume the risk that the software will not cause some future costly event. However, there is still some possibility that some event will occur, creating a significant liability. By assuming this risk, the organization self-insures itself against future liabilities. This Executive Report explores how to price this self-insurance and how to use this price in the decision to ship or to invest further in improving software quality.