Today's computational challenges call for advanced approaches which conventional systems grapple to solve effectively. Quantum technologies are becoming potent tools for resolving complex optimisation problems. The promising applications cover many sectors, from logistics to pharmaceutical research. AI system enhancement through quantum optimisati