Challenges of peer review include potential biases from colleagues who may be overly critical or lenient due to interpersonal dynamics. Employees may also hesitate to provide honest feedback out of fear of damaging relationships. Ensuring anonymity, providing training on constructive criticism, and fostering a culture of openness can help mitigate these challenges effectively.