Recommendation engines in AI are systems that analyze data on user preferences, behavior, and actions to generate personalized recommendations. They use machine learning algorithms to understand patterns in user data and recommend relevant products, services, or content. Recommendation engines are commonly used in e-commerce, entertainment, and social media platforms to enhance the user experience and increase engagement.