Policies and individual common sense will only get you so far. Organizations today face the challenge of using generative AI without falling prey to its drawbacks. Many companies have employed two basic layers of risk management strategies: policies on how to use the technology, and critical thinking about gen AI’s outputs. Companies should also adopt a novel third layer of risk management: team-based judgment. There are three aspects: collective judgment , in which teams engage in discussions