The 12th International Conference on Soft Computing & Machine Intelligence (ISCMI 2025) focuses on advancements in artificial intelligence, machine learning, data mining, optimization, robotics, and intelligent systems, including applications in bioinformatics, computer vision, and fuzzy systems.