QUADS is a research project exploring the quantum-enhancement of MPC-driven adaptive computer systems across different scales (small, medium, large). Building on prior work with mathematical models, it extends into three complex real-world systems. QUADS aims to improve adaptability and efficiency by leveraging quantum methods to enhance Model Predictive Control for intelligent, scalable decision-making.