The use of artificial intelligence (AI) has introduced powerful tools for law enforcement agencies, enabling them to develop policies more quickly and efficiently. While these benefits are significant, police departments must remain aware of the potential limitations and risks associated with AI. AI should not serve as the sole source for policy development. Relying exclusively on AI can result in biased or inaccurate content that does not accurately reflect an agency’s specific practices or legal obligations. To mitigate these risks, a robust quality assurance process should be implemented, including a thorough administrative review to ensure that all policies are accurate, relevant, and aligned with the agency’s operational standards and values.