Challenges in applying the Kano Model include the dynamic nature of customer preferences, the complexity of feature interactions, and the difficulty in categorizing features. These can be mitigated through frequent customer engagement, comprehensive market research, and understanding that this model serves as a guideline rather than an absolute rule.