I was talking with a few colleagues recently about delays and cost related issues on major developments, and the topic of quantum analysis dubai came up as a way to better understand the financial impact of project events. I have never been involved with that process directly, so I am curious whether it is usually introduced early to support decision making or only after disagreements become more formal. For those who have seen it used in practice, did it help bring clarity and move discussions forward, or did different interpretations still create challenges along the way?