If a product milestone or project succeeds in delivering the expected business goal, it is a success from a business perspective, even if the delivered scope ends up being different from what was originally envisaged. On the other hand, if it delivers exactly the requested scope but misses the business goal, it is a failure. This is true regardless of the fact that delivery teams can blame customers for not knowing what they want.
