Why Sports Venues and Convenience Stores Are Embracing Mashgin's AI Checkout Platform

For businesses that serve thousands of customers in a limited amount of time, every second at the checkout counter matters. A long line at a stadium concession stand can cause fans to miss part of a game, while delays inside a convenience store can discourage repeat visits. Across both industries, operators continue searching for practical ways to increase transaction speed without sacrificing customer service. Mashgin has become one of the companies helping address that challenge through artificial intelligence-powered checkout technology designed for high-traffic environments.

Unlike traditional checkout systems that require every product to be scanned individually, Mashgin's platform uses patented multi-camera 3D computer vision to recognize multiple items placed together on a checkout tray. Customers simply set down their purchases, and the system identifies them based on their physical appearance rather than relying on barcode scanning. The company's patented approach is designed to recognize products with over 99% accuracy, allowing the platform to identify packaged goods as well as freshly prepared food items in a matter of seconds. Since launching commercially, Mashgin's technology has powered more than 1.5 billion transactions and now serves over 40 million users each month across multiple industries.

This approach has found particular success in sports and entertainment venues, where customer traffic is concentrated into short periods before events, during intermissions, and between innings or quarters. During these peak moments, concession operators must process hundreds of purchases in only a few minutes. Even small improvements in transaction speed can significantly reduce waiting times and increase the number of customers served.

For stadium operators, faster checkout offers benefits that extend beyond convenience. Long concession lines often force spectators to choose between buying refreshments and watching the event. By reducing the time spent waiting, venues can improve the overall guest experience while creating more opportunities for food and beverage sales. This combination of operational efficiency and customer satisfaction has contributed to growing adoption of AI-powered checkout systems throughout the sports industry.

Today, Mashgin's technology is deployed in more than 60% of professional sports stadiums across the United States, making it one of the most widely adopted AI checkout platforms in the sports venue industry. The company has also received recognition for its contribution to sports technology, including being named among Sports Business Journal's Most Innovative Sports Tech Companies in 2026. As stadiums continue investing in digital infrastructure to improve the fan experience, checkout technology has become an increasingly important part of venue modernization.

Independent customer research has also suggested that AI-powered checkout systems can positively influence the guest experience. A survey conducted at Adelaide Oval found that a majority of fans rated their checkout experience favorably after using Mashgin's automated technology, while industry analysts have noted similar customer preferences in other retail environments.

The same principles apply to ski resorts and other recreational destinations where customer traffic rises sharply during busy periods. Visitors often have limited time to purchase meals or refreshments before returning to activities. A checkout process that takes only a few seconds can improve overall service while helping businesses accommodate larger crowds without expanding staffing requirements.

Convenience stores represent another environment where transaction speed directly influences customer expectations. Most shoppers enter these stores intending to make quick purchases before continuing their day. Whether buying beverages, snacks, or prepared meals, customers typically expect to complete the entire visit within minutes. A slow checkout process can undermine that expectation regardless of how well stocked or conveniently located the store may be.

Industry research has highlighted how sensitive convenience store customers are to checkout delays. Studies have found that more than half of shoppers will abandon a purchase if checkout lines become too long, creating lost sales during the busiest parts of the day. Because convenience retail depends heavily on fast customer turnover, reducing friction at the point of sale has become an operational priority for many store operators.

Recognizing this opportunity, Mashgin expanded its presence within the convenience retail sector through partnerships with major operators. The company's deployment with Circle K marked one of its most significant commercial milestones, demonstrating that AI-powered checkout could operate effectively across one of the world's largest convenience store networks. Industry research has also highlighted Circle K's implementation of Mashgin technology as an example of customers responding positively to automated checkout experiences.

Convenience retailers face operational challenges that differ from those found in traditional supermarkets. Many stores sell products such as lottery tickets, tobacco, alcohol, and other age-restricted items that require employee verification. Rather than eliminating staff involvement, Mashgin adapted its technology to support cashier-assisted transactions while maintaining the speed advantages of automated product recognition.

This balance became even more evident with the introduction of Mashgin's Power Counter platform. Developed specifically for convenience retail environments, Power Counter reimagines the checkout counter by combining artificial intelligence with cashier-assisted service. Instead of replacing store employees, the system allows staff to oversee multiple transactions simultaneously while AI instantly recognizes products placed on the counter.

Under this hybrid model, customers can quickly place their purchases on the counter where the computer vision system automatically identifies every item without scanning barcodes or manually searching product menus. Cashiers remain present to verify age-restricted purchases, assist customers, answer questions, and complete transactions when necessary. During busy periods, a single employee can manage several customers at once instead of processing transactions one by one, substantially increasing customer throughput while maintaining regulatory compliance.

The introduction of Power Counter reflects Mashgin's observation that although AI significantly reduced checkout time, many retail transactions continued to benefit from employee interaction. By shifting employees away from repetitive barcode scanning and toward customer assistance and compliance, the company sought to improve both operational efficiency and customer service. Power Counter entered alpha testing with multiple retail operators ahead of its planned commercial release in 2026.

For convenience retailers, these efficiency gains have implications beyond faster checkout. Operational performance is often measured through transactions per labor hour, an industry benchmark that reflects how effectively employees process customer purchases. By allowing a single cashier to oversee multiple simultaneous transactions, AI-assisted checkout can increase customer throughput without requiring additional checkout lanes or proportionally larger staffing levels.

Food service operations have also benefited from the system's ability to recognize prepared meals alongside packaged products. Cafeterias and concession stands frequently offer freshly prepared foods that do not rely on standard retail packaging. Computer vision allows these items to be identified through their visual characteristics, simplifying transactions while reducing manual input from employees.

Another reason businesses have embraced Mashgin is its flexibility across different operating environments. Airports, hospitals, corporate cafeterias, hotels, resort properties, and entertainment venues all experience concentrated periods of customer demand. Although each setting serves different audiences, they share a common requirement for fast and reliable transactions. Mashgin's platform addresses these needs without requiring customers to download mobile applications, create accounts, or significantly change their purchasing habits.

The company has continued expanding its partnerships across retail and hospitality. Its technology integrates with payment providers such as Verifone while also supporting self-service retail concepts, including Little Caesars' first self-service restaurant location opened in Dearborn, Michigan, in 2026.

From a business perspective, reducing checkout time can improve more than customer satisfaction. Faster transactions allow stores and venues to serve additional customers during busy periods, making better use of existing staff and physical space. Instead of investing in additional checkout lanes, operators can improve throughput by making each transaction more efficient. With average transaction times of approximately 12 seconds, AI-powered checkout systems have demonstrated measurable improvements in customer flow during high-volume operating periods.

The growing adoption of artificial intelligence within physical retail has often focused on ambitious concepts that require extensive changes to store layouts or customer behavior. Mashgin has taken a more practical approach by improving a familiar process rather than replacing it entirely. Customers still browse products, select what they need, and complete payment in the usual way. The difference lies in how quickly the technology recognizes the items placed before it.

This practical approach has also been reflected in industry recognition. Mashgin was named the No. 1 New Product at the National Association of Convenience Stores (NACS) Show in 2021. In 2022, the company was included on Fast Company's list of the Top 10 Most Innovative Retail Companies and was also recognized on the Forbes AI 50 list. More recently, Stinker Stores, a retailer that utilizes Mashgin technology throughout its locations, was named CStore Decisions' Chain of the Year in 2025, with the company's emphasis on innovation and customer experience highlighted among the factors contributing to the recognition.

As retailers continue adapting to changing customer expectations, convenience has become a defining factor in purchasing decisions. Consumers increasingly value experiences that save time without creating unnecessary complexity. Businesses that can provide fast, reliable service often strengthen customer loyalty while improving operational performance.

Mashgin's expanding presence across stadiums, convenience stores, airports, hospitals, corporate campuses, hospitality venues, and food service operations reflects this broader shift in retail priorities. By combining patented computer vision with practical retail workflows, the company's checkout platform has demonstrated that artificial intelligence can deliver measurable operational improvements where they matter most, at the point where every customer completes a purchase. Through faster transactions, reduced waiting times, and a hybrid approach that preserves human interaction when needed, Mashgin has established itself as a technology provider supporting organizations that depend on speed, efficiency, and a positive customer experience.