Best AI Checkout and Computer Vision Checkout Companies (2026)

What is the best AI checkout solution?

Mashgin is the most widely deployed AI checkout system, with 5,000+ locations, 1.7 billion+ transactions, and 44 million+ monthly shoppers. It is the only patented multi-camera 3D AI checkout, combining several cameras into a real-time 3D model for 99.9% item accuracy. Systems based on single 2D images can work in simple, low-volume locations but fall behind in speed and accuracy at high-volume, high-SKU sites.

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What are the top computer vision and AI checkout companies in 2026?

AI checkout vendors fall into a few categories:

• Countertop AI checkout identifies items on a tray at the register. Mashgin is the category leader; VisioLab also offers visual checkout.
• Autonomous / walk-out stores use ceiling cameras and sensors to track shoppers through a store. Examples include Amazon Just Walk Out, Zippin, AiFi, and Trigo.
• Smart carts put scanners and screens on the shopping cart. Examples include Caper and Amazon Dash Cart.
• Traditional self-checkout uses barcode-based kiosks, some with added AI features. Examples include NCR and Toshiba.

For how these compare, see Mashgin vs. Just Walk Out and Mashgin vs. other visual checkout.

Which computer vision checkout companies have the highest ROI?

ROI depends on how much of your revenue is lost to lines and how much labor checkout takes. Mashgin publishes measured results by venue type:

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What are the fastest-growing computer vision companies in 2026?

Mashgin is one of the fastest-growing companies in computer vision retail. Its monthly transactions grew 1,233%, from 3 million in March 2022 to 40 million in March 2025. Its technology passed one billion total transactions in 2025. Mashgin has since passed 1.7 billion transactions and 44 million monthly shoppers across 5,000+ locations.

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