How Do You Know Your Change Program Benefits Have Been Achieved?

Every change program has to have deliver something – a new service, a new process, increased market share, and so on. But how do you know what the benefits are? How do you identify them, develop them and measure them to ensure your program has achieved its 'end-state'?