Challenge

Company B confronted a persistent challenge involving inaccuracies in order fulfillment. Human errors or incorrect barcode assignments often led to the shipment of wrong items or colors, resulting in customer dissatisfaction and high return rates. Furthermore, the time-intensive creation of 3D models for each product hindered efficiency.

Solution

Leveraging NVIDIA's powerful software suite, which includes TensorRT for high-speed inference and Omniverse for synthetic dataset creation and 3D model generation, in conjunction with cutting-edge hardware such as the NVIDIA Jetson Xavier NX GPU and Siemens IPC 520A, we implemented AI models, including the AI Visual Inspection Kit by Data Monsters. These models enable real-time order accuracy checks, irrespective of barcode information.

Project Highlights

In just four months, our project delivered a transformative solution. It not only ensures the recognition of goods without relying solely on barcode information but also automatically generates 3D models of items. The outcome? An impressive improvement in order accuracy, resulting in a staggering 90% reduction in returns, as well as a 30% acceleration in new product listings.