Identifying and classifying car damages - scratches, dents, stone chips - is a manual, tedious and error-prone process for businesses to manage, incurring substantial operational costs. Our computer vision-centric solution leveraging Amazon Rekognition and other AWS native services enables companies that operate and manage fleets of vehicles to automate the car damage recognition process improving productivity, reducing costs and enhancing customer experience. The results are delivered via a dashboard with a human-in-the-loop to provide feedback and make a final decision in situations with the confidence level of the model below a defined threshold. The solution is deployed into a customer environment with a managed service as an option. Our technical experts can support embedding the accelerator into your workflow and enterprise tools helping to accelerate time to value