Auto auctions nationwide depend on inspectors to assess vehicles and determine their value based on factors such as year, make, model, and condition. However, the human eye can introduce inconsistencies, especially when dealing with numerous locations across the country. Our collaboration with Cox Automotive aimed to enhance the consistency of these results. The introduction of each new inspector presented an opportunity for subjective discrepancies. Recognizing the challenges arising from a lack of standardized training and clear quantifiable metrics, our client sought a solution to ensure uniform vehicle valuation. In our comprehensive strategy, we initiated by introducing a versatile damage detection mobile application designed to assess vehicles across diverse environmental conditions. Developed using React Native, a cross-platform framework, this hybrid mobile app was compatible with both iOS and Android devices.

Leveraging advanced technologies such as augmented reality and computer vision, the app focused on scrutinizing vehicle body panels to identify damage that could either be repaired or required replacement. The integration of augmented reality enabled inspectors to superimpose computer-generated images onto the real-world view through their device’s camera. This allowed for a more detailed and accurate analysis of the vehicle’s condition. Simultaneously, computer vision algorithms processed the visual data, identifying areas of concern on the body panels. This advanced inspection method not only enhanced accuracy but also ensured a consistent evaluation process for each vehicle.

By adopting this innovative mobile app, we provided inspectors with a powerful tool that could adapt to various environmental factors, ensuring reliable damage detection irrespective of changing conditions. This, in turn, contributed to the creation of a standardized and consistent valuation for each vehicle, addressing the initial challenge of subjective discrepancies in the inspection process. The second solution involved a prototype concept for a portable inspection tent, easily set up to create a controlled environment anywhere.

Envisaging a swing-arm-mounted lidar, we compared the scanned vehicle with the manufacturer-supplied stock 3D model. The output was a computer animation illustrating a vehicle entering the custom tent, undergoing a scan, and exiting in under five minutes. Understanding the client’s needs, our mission was to ensure more consistent results. Recognizing that mobile apps in uncontrolled environments could lead to discrepancies, both solutions, though prototypes, paved the way for further innovative initiatives within internal teams.