While Agentic AI enhances efficiency, it raises concerns around bias, transparency, and accountability. Algorithms may unknowingly reflect historical biases or interpret laws without nuance. Hence, law firms are investing in responsible AI frameworks ensuring fairness, explainability, and human-in-the-loop review. This helps maintain trust while embracing speed and automation.