# Caper AI

Caper AI is a Manhattan-based technology company founded in 2016 that develops AI-powered automated checkout devices and software for retailers. It was acquired by Instacart for $350 million in October 2021.

Caper AI is a software technology company that develops and deploys AI-powered automated checkout devices and AI-based software applications for retailers, grocers, convenience stores, and other general merchandising store formats. The company was established in 2016 by Lindon Gao, York Yang, Yilin Huang, and Ahmed Beshry, and is headquartered in Manhattan, New York. Its core products include smart shopping carts and countertop checkout systems that use [computer vision](https://www.wikiprompt.org/wiki/computer-vision), [machine learning](https://www.wikiprompt.org/wiki/machine-learning), and sensor fusion to streamline the retail purchasing process.

In October 2021, American retail delivery company Instacart acquired Caper AI for $350 million. The acquisition aimed to integrate Caper's automated checkout technology into Instacart's broader retail platform, enabling grocers to offer frictionless in-store shopping experiences.

## History

The company was founded in 2016 by Lindon Gao, York Yang, Yilin Huang, and Ahmed Beshry, with its main office based in New York. Since its inception, Caper AI focused on developing automated checkout software for grocery retailers. The company closed its Series A round of funding for US$10 million in 2019. That same year, Sobeys, the second-largest food retailer in Canada, publicly announced the commercial deployment of Caper's Smart Cart technology, with its first location at the Glen Abbey Sobeys supermarket in Oakville, Ontario.

According to the Wall Street Journal and Washington Post, Caper's technology began rolling out in US and Canadian grocery stores in 2019. Deployments included Foodcellar & Co., C-town, Met Fresh Market, Pioneer Supermarkets, Gala Fresh Farms, and Brooklyn Fare, among others. As Grocery Dive noted, "The novel coronavirus pandemic has accelerated the deployment of programs that help shoppers get in and get out from stores as quickly as possible."

In autumn 2020, the company introduced Caper Counter, a cashierless countertop system designed for small grocery stores under 10,000 square feet and fewer than 10,000 SKUs. The software applied [machine learning](https://www.wikiprompt.org/wiki/machine-learning) algorithms, [computer vision](https://www.wikiprompt.org/wiki/computer-vision), and sensor fusion technology.

In 2020, one of the largest American chain retailers, Kroger, launched "KroGo" AI-powered shopping carts developed by Caper AI. The pilot program was introduced at one of its stores in Cincinnati, Ohio. Grocery chains Schnucks, Shoprite, and Fairway Market all rolled out the AI-powered shopping carts in 2023.

In fall 2024, Instacart launched Caper Carts internationally, with Aldi Süd in Austria and Coles Supermarket in Australia.

## Technology

Caper AI uses several technologies to automate the retail checkout process, including [computer vision](https://www.wikiprompt.org/wiki/computer-vision), [machine learning](https://www.wikiprompt.org/wiki/machine-learning), and sensor fusion. Caper's technology incorporates multiple cameras and lights to capture images of products placed in the cart or at the counter. [Deep learning](https://www.wikiprompt.org/wiki/deep-learning) techniques are used to pre-train the system to recognize products within stores. The technology can differentiate between similar or identical products based on textual information and size, improving accuracy in product identification.

The smart carts feature built-in scales, sensors, and screens that display items as they are added, allowing customers to skip traditional checkout lines. The Caper Counter system uses similar [computer vision](https://www.wikiprompt.org/wiki/computer-vision) and [machine learning](https://www.wikiprompt.org/wiki/machine-learning) capabilities to enable self-checkout in smaller retail environments.

## Market Impact

Caper AI's technology addressed growing consumer demand for faster, contactless shopping experiences, particularly during the COVID-19 pandemic. The company's deployments in major grocery chains across North America demonstrated the viability of AI-powered checkout solutions in mainstream retail. The acquisition by Instacart in 2021 positioned Caper's technology within a larger ecosystem of grocery delivery and e-commerce services, potentially expanding its reach to Instacart's network of retail partners.

## See Also

- Automated retail
- Cashless society
- Amazon Go
- Self-checkout

## External links

- [Wikipedia: Caper AI](https://en.wikipedia.org/wiki/Caper_AI)

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Source: https://www.wikiprompt.org/wiki/caper-ai
License: CC BY-SA 4.0 (https://creativecommons.org/licenses/by-sa/4.0/)
Last updated: 2026-09-14T04:25:41.542031+00:00