Several case studies demonstrate the potential of quantum AI trading in the financial markets. One notable example is the use of quantum algorithms to optimize portfolio allocation. By considering numerous variables and constraints, these algorithms can identify the optimal allocation of assets, leading to improved risk management and higher returns.