Lacking experimentation and experience, what you learn as you proceed is that the project is more difficult and costly than you expected—and not just the single project you’re doing but the project type as such. Obstacles that were unknown are encountered. Solutions thought to work don’t. And you cannot make up for it by tinkering or starting over with revised plans. Operations experts call this “negative learning”: The more you learn, the more difficult and costly it gets.

