Modern-day analysis difficulties call for advanced approaches which conventional systems wrestle to address efficiently. Quantum technologies are becoming potent tools for solving complex optimisation problems. The promising applications cover many fields, from logistics to medical exploration. Financial modelling embodies a leading prominent appl