McDonald's spent $1 billion on a 5-year project called "Innovate" to create a real-time digital network connecting its restaurants and suppliers. However, the project was too ambitious in scope and failed to address the company's most pressing needs. McDonald's ultimately wrote off $170 million for the failed project. Key lessons included having proper scoping and feasibility studies, gaining user buy-in, and phased implementation with risk checkpoints.