1. [Home](https://muga.uz/en/) 2. [Industries](https://muga.uz/en/industries/) 3. Retail Other industries # Retail Machine vision helps reduce losses, understand customer behavior better and manage operations without extra staff costs. [Discuss your project](https://muga.uz/en/contacts/) [Request a presentation](mailto:info@muga.uz?subject=Presentation%20request%3A%20Retail) ## Use cases ### Visitor behavior Routes, attention zones, queues and waiting times, age and gender mix, unique and returning visitors. ### Loss prevention Recognition of known offenders at the entrance, analysis of behavior and group interaction, access control for staff-only areas, abandoned objects. ### Staff monitoring Presence at the workplace, inactivity. ### Operations Empty shelves and restocking alerts, vehicle recognition for logistics and unloading. ## Result - Fewer losses and shortages. - Better service and merchandising. - Decisions based on data about real customer behavior. Platform ## One platform instead of a patchwork of systems MU Platform brings video surveillance, video analytics, biometrics, access control, transport, mobile sources and IoT together in a single monitoring and management environment. The platform is vendor-independent: it connects equipment and analytics from different suppliers through a single API, scales with your infrastructure and runs wherever you need it – on your servers, in the cloud or in a hybrid setup. - Vendor independence - Modularity – add functions without replacing infrastructure - A single view of events for decision-making [MU Platform](https://muga.uz/en/platform/) How we work 1. ### Defining the task We analyze the customer's process and define scenarios and control points. 2. ### Pilot We run the scenario on real data and existing infrastructure. 3. ### Full-scale operation We scale the solution and connect related systems. 4. ### Development and support We update modules, add scenarios and provide ongoing support. Engagement models: turnkey project, module licensing, subscription, service model. Contact ## Discuss your project We will send you a presentation of any solution you are interested in. [Discuss your project](https://muga.uz/en/contacts/) [Request a presentation](mailto:info@muga.uz?subject=Presentation%20request%3A%20Retail) Phone [+998 94 830 60 75](tel:+998948306075) E-mail [info@muga.uz](mailto:info@muga.uz) Address 25 Amir Temur Avenue, Tashkent Office hours Mon–Fri 9:00–18:00 (UTC+5)