1. Reproducibility: Ensuring that test results are consistent and reproducible. 2. Deactivation: Dealing with the gradual loss of catalyst activity over time. 3. Complex Reactions: Managing reactions with multiple steps and intermediates. 4. Environmental Conditions: Controlling variables such as temperature, pressure, and concentration.