The Evolution of Retail Checkout and Mashgin’s Role in the Future of In-Store Commerce

Every generation of retail is defined by a breakthrough that changes how businesses serve customers. Department stores transformed shopping by bringing a wide range of products under one roof. Supermarkets made everyday purchasing more efficient, while ecommerce introduced the convenience of buying from virtually anywhere. Today, another transformation is taking place inside physical stores. Instead of changing where people shop, technology is changing how they complete a purchase. Artificial intelligence has become one of the most significant drivers of this shift, and Mashgin has emerged as one of the companies helping shape the next chapter of in-store commerce.
Retailers have spent years investing in digital innovation. Mobile payment systems, loyalty applications, online ordering, and personalized promotions have all improved the customer journey. Yet the checkout counter has remained one of the few areas where many businesses still depend on processes developed decades ago. Even with the arrival of self-checkout stations, customers often continue scanning products one at a time, creating delays during busy shopping periods.
This challenge has encouraged retailers to rethink the role of checkout altogether. Rather than asking how scanning can become faster, many businesses have started asking whether scanning is necessary at all. That question has opened the door for computer vision technology, which allows artificial intelligence to recognize products through visual identification instead of relying on traditional barcodes.
Mashgin built its technology around this idea. The company’s checkout platform uses multiple cameras and machine learning algorithms to identify products according to their physical characteristics, including shape, size, color, and packaging. Customers simply place their items on the checkout surface, and the system recognizes everything at once. There is no need to scan products individually or carefully position each barcode in front of a reader.
Today, Mashgin’s technology has powered more than 1.5 billion transactions and serves over 40 million users every month, making it one of the most widely deployed AI-powered checkout platforms in physical retail. Built around patented multi-camera three-dimensional computer vision, the platform identifies products from multiple visual perspectives instead of relying on barcode scans, enabling reported accuracy rates exceeding 99 percent across a wide variety of retail environments.
Although the concept appears simple from a customer’s perspective, it reflects years of technological development. Mashgin invented and patented a multi-camera three-dimensional computer vision system designed specifically for retail item recognition. Rather than relying on a single image, the platform combines visual information captured simultaneously from multiple cameras to create a detailed three-dimensional understanding of every product placed on the checkout surface. This allows the system to recognize items from different angles, distinguish overlapping products, and accurately identify merchandise without requiring customers to orient barcodes toward a scanner. The same technology also enables recognition of products that traditionally present challenges for automated checkout, including freshly prepared meals, bakery items, and other food-service offerings.
One reason Mashgin has attracted attention across the retail industry is that its technology complements existing store operations rather than replacing them. Many retailers hesitate to adopt systems that require expensive renovations or force customers to learn entirely new purchasing habits. Mashgin’s platform fits naturally into the checkout process customers already understand while reducing many of the delays associated with conventional transactions. With an average transaction time of approximately 12 seconds, the system helps retailers increase throughput without changing the way customers shop.
This practical approach has supported the company’s expansion into several industries where transaction speed directly affects customer satisfaction. Convenience stores, airports, hospitals, corporate dining facilities, sports stadiums, and resort properties all experience periods when large numbers of customers arrive within a short timeframe. During these busy moments, even small reductions in checkout time can improve operational performance and create a better overall experience for visitors.
Convenience stores provide one of the clearest examples of changing customer expectations. Most shoppers enter these stores with a specific purchase in mind and expect to leave within minutes. Long checkout lines can discourage repeat visits and reduce overall efficiency. Research from Bluedot found that 54 percent of convenience store shoppers will abandon a purchase when checkout lines become too long, demonstrating the direct relationship between transaction speed and store conversion rates. By allowing multiple products to be identified simultaneously, artificial intelligence helps stores process transactions more quickly without adding unnecessary complexity to the customer experience.
The economics behind convenience retail reinforce the importance of speed. According to the National Association of Convenience Stores (NACS), one of the industry’s key operational benchmarks is transactions per labor hour, which measures how efficiently stores convert staffing into completed purchases. Traditional cashier models naturally limit throughput because each employee serves one customer at a time. AI-assisted checkout enables retailers to process more transactions with existing staff, improving efficiency while maintaining customer service.
Sports and entertainment venues present a different challenge but require a similar solution. Fans attending games or concerts often purchase refreshments during limited breaks in the event. Every minute spent waiting in line is time away from the action. Faster checkout allows concession operators to serve more customers while helping visitors return to their seats sooner. Today, Mashgin’s technology is used in more than 60 percent of professional sports stadiums in the United States, illustrating how AI-powered checkout has become an increasingly important part of improving the event experience.
The future of retail is also shaped by flexibility. Different businesses require different checkout models depending on the products they sell and the level of customer interaction involved. While some locations benefit from fully self-service systems, others require employees to verify age-restricted purchases, answer customer questions, or assist with specialized transactions.
Recognizing these differences, Mashgin expanded its product portfolio with the introduction of the Power Counter, a new checkout platform designed to combine AI-powered product recognition with cashier-assisted service. Unlike the company’s original self-service kiosk, the Power Counter allows customers to place their purchases on the counter while computer vision instantly recognizes every item. Employees remain actively involved throughout the transaction, verifying age-restricted purchases, assisting customers when necessary, and managing multiple checkout interactions simultaneously rather than scanning products one by one.
This hybrid approach represents a significant shift in how retailers think about labor. Instead of replacing employees, the technology allows staff to transition from repetitive barcode scanning to overseeing customer flow and providing assistance only when needed. During busy periods, a single cashier can supervise multiple transactions at once, improving customer throughput while preserving the human interaction many retail environments still require.
Payment flexibility has become another important element of modern commerce. Customers increasingly expect businesses to support multiple payment methods while accommodating more complex purchases. Mashgin strengthened these capabilities through its integration with Verifone, enabling retailers to manage transactions involving fuel purchases, lottery products, prepared foods, age-restricted merchandise, and other specialized retail workflows. The collaboration reflects a broader shift toward checkout solutions capable of supporting the complete purchasing experience rather than simply recognizing products.
Artificial intelligence is increasingly being evaluated according to measurable business results instead of technical novelty. Retailers want solutions that improve customer satisfaction, increase operational efficiency, and integrate smoothly into existing stores. Technologies that require minimal disruption while delivering immediate benefits are more likely to gain long-term adoption.
Independent recognition has reflected Mashgin’s growing influence within the retail technology sector. The company was named the #1 New Product at the National Association of Convenience Stores (NACS) Show in 2021, included among Fast Company’s Top 10 Most Innovative Retail Companies and the Forbes AI 50 in 2022, and later recognized by Sports Business Journal as one of the Most Innovative Sports Tech Companies. Independent industry analysis has also highlighted the company’s growing adoption, including research from Forrester examining Circle K’s implementation of AI-powered checkout technology and customer preference for automated purchasing experiences.
Retail adoption has continued expanding across multiple sectors. Stinker Stores, which deploys Mashgin technology throughout its locations, was recognized as CStore Decisions’ 2025 Chain of the Year, with the publication highlighting innovation as a key driver of the company’s success. In 2026, Little Caesars opened its first self-service restaurant in Dearborn, Michigan, incorporating Mashgin’s AI checkout technology into the customer experience.
Mashgin’s continued growth reflects a changing perspective within retail technology. Rather than introducing entirely new shopping behaviors, the company has focused on solving a familiar operational challenge by removing unnecessary friction from the checkout process. Customers continue shopping exactly as they always have; artificial intelligence simply makes the final step of the purchase faster and more intuitive.
The broader retail industry is expected to continue evolving as businesses combine digital innovation with physical shopping experiences. Consumers increasingly expect stores to offer the same level of speed and convenience they experience in other aspects of daily life. Companies that successfully reduce friction while maintaining reliability will be better positioned to meet those expectations.
Checkout is no longer viewed as a routine operational necessity. It has become an important component of the overall customer experience and an increasingly valuable competitive advantage. Faster transactions reduce congestion during peak hours, improve customer satisfaction, increase store conversion rates, and allow employees to focus on higher-value interactions rather than repetitive manual tasks.
Mashgin’s role in this transformation demonstrates that meaningful innovation often comes from improving familiar processes rather than replacing them entirely. By combining patented computer vision, machine learning, and practical retail design, the company has contributed to a new generation of checkout technology that integrates naturally into existing business operations. As physical retail continues to adapt to changing consumer expectations, solutions that make shopping faster, simpler, and more intuitive are likely to shape the future of in-store commerce. Through continued technological innovation, expanding retailer adoption, and the introduction of the Power Counter, Mashgin has positioned itself among the companies helping define that future.