Despite its importance, ligand design faces several challenges:
Complexity: The design process can be complex and time-consuming due to the need to balance multiple factors. Predictability: Predicting the exact behavior of a ligand in a catalytic system can be difficult. Cost: Some ligands can be expensive to synthesize and use. Scalability: Ligands that work well in small-scale reactions may not always be scalable to industrial processes.