Computer vision in retail is revolutionizing how businesses manage operations, engage customers, and optimize sales processes. By analyzing visual data from cameras and sensors, retailers can automate inventory tracking, enhance loss prevention, improve customer experiences, and gain real-time insights into in-store behavior. As the technology matures, it is becoming a critical component in the digital transformation of retail spaces, both online and offline.
This article highlights real-world applications of computer vision in the retail industry and presents a curated list of companies providing these solutions. From startups offering shelf-monitoring tools to major tech firms enabling AI-powered checkout systems, the following companies demonstrate how visual intelligence is reshaping the future of retail.
1. AI Superior
At AI Superior, we apply our expertise in artificial intelligence to help retailers unlock the full potential of visual data. Our work with computer vision in retail focuses on turning traditional operations into smart, data-driven environments. From automating shelf monitoring to analyzing customer movement patterns, we deliver solutions that enhance both operational efficiency and in-store experiences. Since our founding in 2019 by Dr. Ivan Tankoyeu and Dr. Sergey Sukhanov, we’ve supported retail clients in making their stores more intelligent, responsive, and competitive.
We approach each engagement by aligning technology with business needs. When implementing computer vision in retail environments, we emphasize scalable design, precise risk management, and clarity in delivery. Our teams—comprising PhD-level data scientists, ML engineers, and developers—collaborate closely to ensure that solutions like product recognition, foot traffic heatmaps, and visual inventory checks are deployed effectively and maintained reliably. Our project management structure ensures that each initiative supports real-world retail performance goals.
Beyond deployment, we equip retail teams with the tools and skills needed to operate and scale computer vision systems independently. We understand that sustainability in AI adoption means more than just writing code—it requires knowledge transfer, long-term planning, and continuous optimization. That’s why our work doesn’t end at implementation. We empower clients to evolve their AI capabilities as their needs grow, making computer vision in retail a practical, lasting asset rather than a one-time upgrade.
Key Highlights:
- Founded in 2019 by experts Dr. Ivan Tankoyeu and Dr. Sergey Sukhanov
- Specializes in real-world AI and computer vision in retail settings
- High success rate in Proof of Concept (PoC) and production projects
- Structured risk and project life cycle management
- Multidisciplinary team of PhD-level scientists and engineers
Services:
- AI and Data Strategy Development
- Computer Vision System Design for Retail
- Retail Process Optimization with AI
- AI Use Case Discovery & Evaluation
- AI Training, Workshops, and Knowledge Transfer
Contact Information:
- Website: aisuperior.com
- Address: Robert-Bosch-Str.7, 64293 Darmstadt, Germany
- Contact Email: info@aisuperior.com
- Phone Number: +49 6151 3943489
- LinkedIn: www.linkedin.com/company/ai-superior
- Twitter: x.com/aisuperior
2. Viso.ai
Viso.ai provides Viso Suite, a platform that helps businesses build and manage computer vision applications without needing to code. In retail, it’s used for tasks like counting people, tracking products, and analyzing customer behavior. The system can run on local devices, which helps keep data private and reduces the need for internet connections.
Retailers can use Viso Suite through every step of their AI projects – from collecting data and training models to deploying and managing applications. This means companies can develop their own tools for in-store analytics and operations using one platform.
Services:
- No-code computer vision application development
- End-to-end AI vision infrastructure
- Real-time monitoring and deployment tools
- Industry-specific solutions for transportation, agriculture, manufacturing, healthcare, retail, and smart cities
Contact and Social Media Information:
- Website: viso.ai
- LinkedIn: www.linkedin.com/company/visoai
- Twitter: x.com/viso_ai
3. Netguru
Netguru creates computer vision tools that help retail businesses understand how customers move through stores and interact with products. They use image recognition and video analysis to track shelf activity, monitor crowds, and detect how people behave in different store areas.
Their solutions can be connected to security cameras or other in-store systems. This lets retailers collect real-time data to improve store layouts, adjust staffing, and manage product displays more efficiently. They also support projects where visual data helps automate inventory checks and customer service.
Services:
- AI development and consulting
- Generative AI solutions
- Data engineering and analytics
- Custom software development for retail and e-commerce
Contact and Social Media Information:
- Website: www.netguru.com
- Address: Nowe Garbary Office Center, ul. Małe Garbary 9, 61-756 Poznań, Poland
- E-mail: hello@netguru.com
- LinkedIn: www.linkedin.com/company/netguru
- Twitter: x.com/netguru
- Facebook: www.facebook.com/netguru
4. Appinventiv
Appinventiv builds software using computer vision to help stores manage things like inventory and customer traffic. Their systems use cameras and image analysis to track what’s happening inside retail locations. They also offer tools that can be connected to other retail systems, so data from images can be used to improve operations.
Retailers use these tools for shelf monitoring and customer interaction tracking. By leveraging AI-powered visual recognition, Appinventiv’s solutions enable accurate and efficient visual data processing, supporting retailers in optimizing inventory management and delivering personalized customer experiences.
Services:
- Custom AI and ML development
- Computer vision solutions for retail
- Mobile and web application development
- Digital transformation consulting
Contact and Social Media Information:
- Website: www.appinventiv.com
- Address: 79 Madison Ave Manhattan, NY 10001, USA
- Phone: +1 646 585 0501
- LinkedIn: www.linkedin.com/company/appinventiv
- Twitter: x.com/appinventiv
- Facebook: www.facebook.com/appInventiv
- Instagram: www.instagram.com/appinventiv
5. alwaysAI
alwaysAI provides computer vision tools that help retailers monitor store activity in real time. Their technology can count how many people are in a store, track how customers move around, and detect possible theft. This helps stores manage staff better and improve customer service.
Retailers can use alwaysAI’s platform to set up these systems on their own devices. The tools are designed to be easy to use and can work without constant internet access. This means stores can get insights quickly and keep customer data more secure.
Services:
- Real-time computer vision solutions
- Edge AI deployment for retail analytics
- Object detection and facial recognition
- Custom model development and deployment
Contact and Social Media Information:
- Website: alwaysai.co
- Address: 160 Chesterfield Dr STE 102, Cardiff, CA 92007, USA
- LinkedIn: www.linkedin.com/company/alwaysai
- Twitter: x.com/alwaysai
- Instagram: www.instagram.com/_alwaysai
6. Azilen
Azilen Technologies develops computer vision solutions that help retailers analyze images and videos. Their services can identify products on shelves, track inventory levels, and monitor customer behavior. This information assists stores in making better decisions about product placement and stock management.
By using Azilen’s tools, retailers can automate tasks that were previously done manually. This leads to more efficient operations and can reduce errors. The technology is adaptable to different retail environments and needs.
Services:
- Product engineering services
- AI and machine learning solutions
- Computer vision applications for retail
- Cloud and DevOps services
Contact and Social Media Information:
- Website: www.azilen.com
- Address: 5432 Geary Blvd, Unit #527, San Francisco, CA 94121, United States
- Phone: +1 989 2879400
- E-mail: info@azilen.com
- LinkedIn: www.linkedin.com/company/azilen-technologies-pvt-ltd
- Twitter: x.com/AzilenTech
- Facebook: www.facebook.com/AzilenTechnologies
- Instagram: www.instagram.com/azilentech
7. Amazon Web Services (AWS)
AWS offers computer vision services like Amazon Rekognition, which can analyze images and videos to detect objects, people, and activities. Retailers use these tools to monitor store traffic, manage inventory, and enhance security. For example, Amazon Go stores utilize this technology for checkout-free shopping experiences.
These services can be integrated into existing retail systems and scaled according to the store’s size and needs. By leveraging AWS’s cloud infrastructure, retailers can process and analyze large amounts of visual data efficiently.
Services:
- Amazon Rekognition for image and video analysis
- AWS Panorama for edge computer vision applications
- Custom Labels for training models with your own data
- Integration with other AWS services for scalable deployment
Contact and Social Media Information:
- Website: aws.amazon.com
- LinkedIn: www.linkedin.com/company/amazon-web-services
- Twitter: x.com/awscloud
- Facebook: www.facebook.com/amazonwebservices
- Instagram: www.instagram.com/amazonwebservices
8. Saiwa
Saiwa.ai provides computer vision solutions that help retailers automate checkout processes and monitor inventory levels. Their technology can recognize products and track customer interactions, enabling personalized shopping experiences.
By implementing Saiwa.ai’s tools, stores can reduce manual work and improve accuracy in operations. The system is designed to be privacy-preserving, ensuring customer data is handled securely.
Services:
- AI-powered computer vision solutions
- Real-time video analytics
- Custom model development and deployment
- Industry-specific applications in security and surveillance
Contact and Social Media Information:
- Website: saiwa.ai
- Address: 4-1426 Wallace Road Oakville, ON L6L 2Y2
- Phone: +15148131809
- E-mail: info@saiwa.ai
- LinkedIn: www.linkedin.com/company/saiwa
- Twitter: x.com/saiwadotai
- Facebook: www.facebook.com/saiwaco
9. InData Labs
InData Labs creates computer vision tools to help stores analyze images and video. Their systems detect products, people, and activities using deep learning. Retailers use this to monitor shelves, understand traffic, and track inventory. These tools work with security cameras and store footage.
They offer services like image tagging, face detection, and object tracking. Retailers use this to automate tasks and reduce manual checks. Their tools also help improve layouts and restocking decisions. InData Labs customizes its tools for different store sizes and formats.
Services:
- Computer vision consulting and development
- Image and video analysis solutions
- Custom AI model development
- Applications in retail, healthcare, and logistics
Contact and Social Media Information:
- Website: indatalabs.com
- Address: 333 S.E. 2nd Avenue, Suite 2000, Florida, 33131, Miami
- Phone: +1 305 447 7330
- E-mail: info@indatalabs.com
- LinkedIn: www.linkedin.com/company/indata-labs
- Twitter: x.com/InDataLabs
- Facebook: www.facebook.com/indatalabs
10. PixelPlex
PixelPlex develops computer vision systems that identify products and people in store video. Retailers use their technology to monitor how customers move and where they go. It also tracks stock levels and how items are placed. These insights support layout and planning changes.
Their tools include object detection, scene recognition, and data visualization. Retailers can use these features to increase efficiency and reduce human error. The systems can connect to other store tools like POS or inventory software. This helps combine visual data with business metrics.
Services:
- Custom computer vision solutions for retail
- Heat map generation for customer behavior analysis
- Smart store layout optimization
- Visual merchandising enhancements
Contact and Social Media Information:
- Website: pixelplex.io
- Address: 520 West 28th St., Suite 31, New York, NY 10001
- Phone: +1 (646) 490-0772
- E-mail: info@pixelplex.io
- LinkedIn: www.linkedin.com/company/pixelplex-inc
- Twitter: x.com/pixelplexinc
- Facebook: www.facebook.com/pixelplex.inc
11. Roboflow
Roboflow provides tools to train and deploy computer vision models. Retailers can use it to create systems that recognize products, scan shelves, and follow customer paths. The platform offers both prebuilt and customizable models. It helps stores get started without heavy technical work.
Users upload images, label them, and train models in the Roboflow platform. These models can be deployed to store cameras or edge devices. This supports real-time analysis for store operations. Roboflow is used by both small and large retail teams.
Services:
- Computer vision tools for retail and e-commerce
- Automated image categorization and attribution
- Retail queue monitoring and analysis
- Planogram creation using computer vision
Contact and Social Media Information:
- Website: roboflow.com
- LinkedIn: www.linkedin.com/company/roboflow-ai
- Twitter: x.com/roboflow
12. Matellio
Matellio develops computer vision systems that help retailers automate in-store monitoring tasks. Their technology is used for tracking product movement, analyzing customer behavior, and detecting security issues through video feeds. Retailers use these tools to improve store operations, reduce theft, and manage stock levels more efficiently.
The systems can be customized based on store size and specific needs, and they integrate with other digital platforms like inventory software or point-of-sale systems. Matellio’s solutions are used by both large retail chains and smaller outlets to reduce manual work and improve operational visibility.
Services:
- AI solutions for retail, including computer vision applications
- Inventory management using computer vision
- Customer behavior analysis through visual data
- Retail shelf analysis and compliance monitoring
Contact and Social Media Information:
- Website: www.matellio.com
- Address: 675 North First Street, Suite 1240, San Jose, CA 95112, USA
- Phone: +1-408-560-1910
- Email: info@matellio.com
- LinkedIn: www.linkedin.com/company/matellio
- Twitter: x.com/Matellio_Inc
- Facebook: www.facebook.com/Matellio
13. Google Cloud
Google Cloud provides computer vision services such as Vision AI, which allows retailers to analyze images and videos at scale. These tools are used to recognize products, monitor shelves, and analyze customer actions across multiple store locations. The platform also supports automatic tagging and object detection.
Retailers often connect Google’s tools with their existing analytics or inventory systems to streamline insights. The service is cloud-based, which supports large-scale deployment and fast processing of visual data. It’s used to automate repetitive tasks and generate insights from in-store camera systems.
Services:
- Vision AI tools for image and video analysis
- Shelf inventory AI tools for retailers
- Personalized marketing and inventory optimization solutions
- Real-time insights into customer behavior in stores
Contact and Social Media Information:
- Website: cloud.google.com
- Address: 111 8th Ave, New York, NY 10011
- E-mail: press@google.com
- LinkedIn: www.linkedin.com/company/google
- Twitter: x.com/google
- Facebook: www.facebook.com/Google
- Instagram: www.instagram.com/google
14. Trigo
Trigo builds computer vision technology that supports cashierless retail stores. Using ceiling-mounted cameras and real-time AI processing, their systems track each customer’s movements and selected items. This setup enables stores to automatically charge customers without manual scanning or checkout lines.
Retailers install Trigo’s system to modernize store operations and reduce labor costs. The platform also gathers data about product popularity, shopping patterns, and store navigation. It is typically used in supermarkets and smaller urban stores aiming for high-efficiency layouts.
Services:
- Computer vision AI for retail
- Loss prevention and store management solutions
- Autonomous store technology
- Customer and employee experience enhancements
Contact and Social Media Information:
- Website: www.trigoretail.com
- Address: Zisman Shalom St 14, Ramat Gan, 5252903
- LinkedIn: www.linkedin.com/company/trigoretail
- Twitter: x.com/TrigoRetail
- Facebook: www.facebook.com/trigoretail
15. Addepto
Addepto provides computer vision solutions for retailers focused on process automation and data extraction from visual content. Their systems are used to analyze shelf status, customer interactions, and product placement through video feeds or photos. Retailers use these insights to optimize store layouts and monitor employee performance.
Their solutions can also support cashierless checkout systems, real-time alerts, and automatic compliance monitoring. Addepto integrates its tools with broader data systems so visual insights can be used in forecasting or stock planning. Their services are tailored for both large chains and medium-sized retailers.
Services:
- Computer vision solutions for retail shelf analysis
- Automated image quality detection engines
- Retail compliance analysis using AI
- Real-time data collection and employee performance monitoring
Contact and Social Media Information:
- Website: addepto.com
- Address: 1423 Broadway, New York, 11106
- E-mail: hi@addepto.com
- LinkedIn: pl.linkedin.com/company/addepto
- Twitter: x.com/addepto
- Facebook: www.facebook.com/addeptoanalytics
16. Cogent Infotech
CogentInfo develops computer vision tools that help retailers understand in-store behavior and optimize product displays. Their systems track customer movement, detect crowding, and analyze interactions with merchandise. This helps retailers improve layouts, manage staffing, and adjust promotions.
They also offer inventory monitoring and security-related analytics using existing CCTV infrastructure. The technology is designed to work in real-time and generate alerts for events like empty shelves or unusual activity. Retailers use it to cut costs, improve shopping experience, and gain visual business insights.
Services:
- Computer vision solutions for retail
- Store layout optimization using visual data
- Customer behavior tracking and analysis
- Enhancing in-location customer experiences
Contact and Social Media Information:
- Website: www.cogentinfo.com
- Address: 1035 Boyce Rd, Pittsburgh, PA 15241
- LinkedIn: www.linkedin.com/company/cogentinfo
- Twitter: x.com/cogentinfo
- Facebook: www.facebook.com/cogentinfo
- Instagram: www.instagram.com/cogentinfo
Conclusion
The integration of computer vision in retail is transforming the industry by enhancing customer experiences, optimizing operations, and providing valuable insights into consumer behavior. The companies listed above are at the forefront of this technological revolution, offering innovative solutions that cater to various retail needs. As the retail landscape continues to evolve, embracing computer vision technologies will be crucial for businesses aiming to stay competitive and meet the ever-changing demands of consumers.
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