Getting Started With & Using Mashgin

Every answer in the Getting Started With & Using Mashgin category of Mashgin FAQ Hub — 8 pages.

Does AI Checkout Increase Theft? An audit of 1,167 stadium transactions found 1.3% total loss, below the NRF industry average. See how misuse happens and what keeps shrink low. Best Self-Checkout System for Convenience Stores Used in 3,700+ c-stores with support for fuel, nicotine, EBT, and hot food. See throughput results, shopper preference data, and POS integrations. Best Cashierless Checkout for Corporate and Healthcare Cafeterias See how AI checkout brings employees back from packed lunches and off-site trips, with measured results from Cleveland Clinic, John Deere, and more. How Mashgin Recognizes Items: Accuracy, Fresh Food, and New Products How multi-camera 3D vision identifies hot food, produce, and look-alike products without barcodes, and what it takes to add a new or seasonal item. Best Self-Checkout for University Dining and Campus Retail Used at 100+ universities with a median checkout around 7 seconds. See campus revenue results and supported meal plan and campus card systems. Getting Started with Mashgin: Installation, Timeline, and Support What it takes to go live: site requirements, setup measured in hours, staff training, and 24/7 support with a 2–3 minute average response time. Mashgin POS Integrations and Payment Options 50+ integrations across point of sale, payments, loyalty, fuel, campus cards, and back office, plus badge pay, meal plans, and EBT support. AI Checkout for Ski Resort Dining Resort dining compresses into a two-hour lunch rush. See how 30+ resorts cut waits and lifted F&B revenue, including the Palisades Tahoe deployment.