Mashgin, founded in 2014, develops an AI-powered checkout system that uses computer vision and deep learning to recognize items instantly, eliminating the need for barcodes or manual scanning. The company's core technology operates in the domains of computer vision, deep learning, and visual automation. Its product reduces transaction times by up to 400%, a key metric for high-traffic environments.
The system is deployed across over 4,000 locations worldwide, processing more than 1 billion transactions to date and serving over 40 million monthly users. Its applications span retail, dining, entertainment venues, convenience stores, sports stadiums, university campuses, ski resorts, healthcare facilities, and airports.
Mashgin's technology addresses checkout friction through visual recognition rather than traditional barcode scanning. The company's scale indicates significant adoption across diverse commercial and institutional settings globally.





