Yes the business team will often ask for things they don't need but I can justify that cost. It can still impede other development but we tackle that when it becomes a problem not before.

I agree completely on pushing off features that are not core because it is better to learn in production than to daydream in meetings. I would say most phase-2 features never get implemented.