In recent decades, Decision Support Systems (DSS) have rapidly evolved across industries, including the fundamental sciences. Yet, despite the progress, there is still ample room for innovation. New tools, smarter algorithms, and more intuitive interfaces are in demand—especially in the age of artificial intelligence, quantum computing, high-performance computing (HPC), and massive-scale data processing. The DSS…