Best Camera Systems for Retailers and eCommerce

Plus One Robotics Vision delivers AI-powered vision systems for mid-to-enterprise parcel handlers, 3PLs, and retailers. The PickOne system uses 3D perception and machine learning to guide robotic arms for picking, sorting, and induction tasks. The platform supports both autonomous and human-supervised operation through its Crew Chief remote monitoring system, enabling a single operator to supervise multiple robot cells simultaneously.

GreyOrange provides integrated vision and robotics systems for mid-to-enterprise 3PLs and retailers. The GreyMatter fulfillment operating system uses AI to orchestrate fleets of autonomous mobile robots alongside human workers. Vision-guided picking and sorting robots handle items across a wide range of sizes and shapes. The system continuously optimizes robot paths, task allocation, and inventory placement based on real-time demand patterns.

Vimaan provides autonomous warehouse vision AI for mid-to-enterprise 3PLs, retailers, and manufacturers. Its drone and camera-based systems perform cycle counting, inventory auditing, and location verification without interrupting warehouse operations. The AI engine can scan and catalog inventory across racks and shelves at speeds up to 100x faster than manual counts, providing real-time inventory accuracy above 99% with full audit trail documentation.

SeeChange is a retail Vision AI platform designed to reduce loss, streamline store processes, and improve the customer experience. It focuses on in‑store operations rather than warehouse or 3PL workflows. The platform recognises real‑world events across aisles, checkouts, and exits to help retailers manage shrink, safety, and operational risk in real time. At self‑checkout, SeeChange monitors transactions to identify patterns such as mis‑scans, barcode switching, product stacking, and walkaways. Retailers can configure business rules that trigger real‑time feedback to shoppers and store assistants, helping customers self‑correct and enabling staff to intervene when needed. The platform also delivers fresh produce recognition for non‑barcoded items to speed up self‑service and improve accuracy at the point of sale. Beyond checkout, SeeChange supports high‑value item protection by tracking movement from shelf to checkout to exit with automated alerts. Its AI CCTV capabilities enable detection of targeted events and unwanted behaviors in the store environment, providing timely visibility for risk and loss management. For safety and compliance, the platform detects spills, trip and stacking hazards, and blocked exits so teams can act before incidents occur. These capabilities support OSHA and HSE compliance objectives and can be integrated into broader facilities management workflows. SeeChange integrates with existing store infrastructure, reusing current cameras and other sensors without requiring physical changes to hardware. Retailers can deploy in the cloud, at the edge, or in a hybrid model. The platform is built to learn and evolve to new use cases, and is supported by partnerships with industry providers, including integrations with self‑service hardware and retail software ecosystems. SeeChange enables retailers to reduce risk and loss, streamline processes, save time and resources, and enhance the in‑store experience.