I was talking with a few colleagues recently about project delays and cost related challenges, and the discussion turned to quantum analysis dubai as a way to better understand the financial impact of different project events. I have never been involved in that process myself, so I am curious whether it is usually introduced early to support decision making or only after a dispute has become more formal. For those who have experience with it in Dubai, did it help create a clearer understanding for everyone involved, or were there still different interpretations that made reaching an agreement difficult?