This paper presents an innovative approach to designing traffic rotaries using artificial intelligence (AI). Traffic rotaries, also known as roundabouts or traffic circles, play a crucial role in managing vehicular traffic at intersections. The design of a traffic rotary requires careful consideration of various factors, including traffic flow, safety, efficiency, and pedestrian accessibility. By leveraging AI techniques, we can optimize these factors and create well-designed traffic rotaries that improve overall traffic management. This paper proposes a comprehensive methodology for designing traffic rotaries using AI, outlining the key steps involved and highlighting the benefits and challenges associated with this approach.