Automation of the purchase process using ML-powered cashier-less vending systems.

A global leader in self-service convenience technologies aimed to reduce queues at points of sale and optimize the purchase process by 40% using a cashier-less system. The solution included an automated billing system linked to real-time customer actions, ensuring seamless transactions. By leveraging Google Cloud, Pub/Sub, and machine learning, Nous Infosystems developed a model that eliminated manual input, created data for continuous model improvement, and enhanced operational efficiency. 

Learn how this innovative automated vending solution reduced checkout times, enabled cashier-less operations, and boosted customer satisfaction, resulting in a 20% increase in operational efficiency and higher sales.

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