Mashgin

The company operates a B2B hardware-plus-software model focused on retail and foodservice checkout. It designs and manufactures computer-vision self-checkout terminals that use 3D cameras and AI models to recognise items placed on a tray or counter and instantly calculate totals. These devices are integrated into a customer’s existing POS and payment stack, typically as part of project-based deployments.

Value is created by reducing checkout times, labour requirements, and queues for operators such as convenience stores, stadiums and hospitality venues. Deployments involve consulting and integration work, followed by long-term use of the hardware and cloud or on-device software, governed by service-level agreements. The company is venture-backed and at Series B stage, indicating scale-up operations and focus on expanding installed base and product formats (e.g., hybrid counter models).

Mashgin Inc. is a United States–based technology company that provides AI-powered, computer-vision self-checkout hardware and software for retail and foodservice environments. Its systems use multiple 3D cameras and on-device AI to recognise and ring up multiple items without barcodes in under a second, integrating with existing point-of-sale and payment processing systems.

The company sells and deploys physical self-checkout kiosks and counter formats, supported by enterprise software, integration and service agreements governed by SLAs. Customers are businesses such as convenience stores, retail chains, stadiums, concessions, and hospitality and dining operators that require high-throughput checkout. Revenue comes from hardware deployments, implementation and integration work, and ongoing software, support and maintenance contracts.