Bayesian Implementation is a mechanism design framework that ensures desired outcomes in strategic settings by leveraging agents' private information through probabilistic beliefs. It relies on Bayesian Nash Equilibrium to achieve incentive compatibility and social welfare optimization in environments with incomplete information.