One challenge is ensuring that the physical implementation accurately reflects the intended logic defined during the conceptual phase. Another issue is balancing the tradeoff between query efficiency and storage space requirements while maintaining data integrity. Additionally, changes made at one level may require adjustments at the other level, leading to potential compatibility issues.