The challenges associated with deploying MFA include ensuring user adoption, managing the complexity of MFA solutions, and integrating MFA with existing systems and networks. In addition, organizations may face challenges in selecting the most appropriate MFA solution for their environment and ensuring that the solution meets regulatory requirements.