SewerAI completed a Case Study documenting two CCTV sewer inspection projects similar in scope and carried out by a municipal services contractor one year apart.Both located in Silicon Valley, CA, and within 10 miles of each other. “Project A” occurred in June 2019, while Project B occurred in May 2020. Both projects required cleaning and CCTV inspection of 6”-12” VCP sanitary and combined sewer mainlines, and they were carried out primarily by the same individuals, using the same vehicle of vehicle chassis, and outfitted with the same type of robotic CCTV equipment systems. The intent was to study the difference software can make. Specifically, what’s made possible through AutoCode's ability to automatically identify pipe conditions in CCTV sewer data.