Abstract: One or more devices use artificial intelligence and machine learning to evaluate elements in rendered video. The one or more devices may perform a method for evaluating video content that includes the operations of: obtaining a rendered version of the video content using a processor; capturing a frame of the rendered version of the video content using the processor; detecting an element in the frame using the processor using a set of characteristics that distinguishes the element from other elements; and generating an evaluation using the processor by comparing the element detected in the frame to a specification for the element in the video content.