How difficult is Agile?

How difficult Agile is can vary, but a key challenge is that Agile frameworks operate on the principle that teams may not know their final product or outcomes from the outset. This uncertainty makes it tough to estimate in advance things like budget, timeline, and required resources, especially as projects unfold and evolve.