Computer vision

With labor shortages becoming a critical issue for the retail industry, “unmanned store” is gaining significant attention. Leveraging AI and cashless payment systems, this model enables 24/7 operations and reduces operational costs, and is rapidly becoming the new standard for retail. However, unmanned stores are not simply achieved by automating checkout. In practice, how inventory,...

Even when a store has high foot traffic, it does not always lead to higher conversion rates. In many cases, the underlying issue lies in how customers move within the store. Without understanding where customers go, where they stop, and which areas they skip, store improvements tend to rely on intuition. Flow analysis provides a...

The world has witnessed a surge in the logistics market over the last decade, from EUR 102 billion (2009), to EUR 151.9 billion (2019). However, the global supply chain confronted huge discorruption during the time of COVID-19: declined volume, incapacity, and delayed deliveries. There was no space for inefficiencies – this is where technology came...