Challenges
- Improve customer experience through faster and seamless order mapping
- Eliminate limitations associated with the point of sale hardware being used
- Fix unstable connection issues
- Improve speed of service and increase drive-thru volume
Solutions
- Recognition of vehicle models and colors, as well as precise model-order matching
- Selection of POS devices and software optimization based on memory limitation
- Training on various objects, taking into account the fuzziness of the image and interference
- Formation of training datasets in different weather conditions and lighting
Expected results
- Increased accuracy of orders served due to seamless pairing of vehicles with the food waiting at the pickup window
- Reduced cashier interaction with POS terminal
- Increased car throughput, resulting in shorter lines, improved customer satisfaction, and increased order volume
