I was discussing a project recently where delays and commercial issues made it difficult to understand the true financial impact, and someone mentioned quantum analysis dubai as a way to provide a more structured assessment. I have never been directly involved with that process, so I am curious whether it is typically used early to support project decisions or mainly after a dispute has developed. For those who have experience with it in Dubai, did it help create a clearer understanding between the parties, or were there still different interpretations that made reaching an agreement challenging? I would really appreciate hearing your experiences.