Described herein are systems and techniques for implementing a third-party item tracking and payment system that enables a user to walk out without a manual checkout process. The techniques include receiving user identifying information associated with a payment account and conveying an identifier of the account to a management system of the retailer. Items, as selected by the user, are added to a virtual cart that is checked out automatically when the user exits the store and the third party system communicates the cart contents to the retailer for cost calculation and then instructs payment using the stored payment information without disrupting existing inventory and account management systems.

A method includes receiving a first image of an item captured by a first camera when the item is purchased and linking the first image to a transaction component corresponding to the purchase of the item. The method also includes determining that the first image is linked to the transaction component and, in response to a request from a user device to display the item and in response to determining that the first image is linked to the transaction component, communicating the first image to the user device.

Systems and methods for performing sales transactions using a hybrid multi-tenant cloud and single-tenant on-premises point-of-sale system. The multi-tenant cloud sub-system includes a remote processor that is communicably coupled with a first point-of-sale terminal at a first location and a second point-of-sale terminal at a second location, that is different than the first location. The remote processor is configured to process sales transaction information from the first and second point-of-sale terminals. The single-tenant on-premises sub-system includes a local processor communicably coupled with a third point-of-sale terminal at a third location, different than the first and second locations. The single-tenant on-premises sub-system is configured to process local sales transaction information from the third point-of-sale terminal and transmit the processed local sales transaction information to the multi-tenant cloud sub-system. The sales transaction information from the first and second point-of-sale terminals is synchronized with the local sales transaction information.

A method for predicting preparation times includes: retrieving set of item-level records from a database for preparation menu items for all subscriber restaurants; training and executing a first neural network to generate embeddings for each of the menu items; for a first subset of the set, calculating actual item-level preparation time vectors; for a second subset of the historical set, generating estimated item-level preparation time vectors; retrieving a set of order-level records for preparation of orders from the database; training a second neural network to predict the order-level preparation times, wherein inputs to the second neural network comprise one or more of the item-level preparation time vectors and metadata taken from the order-level records; and following training, executing the second neural network to generate predicted order-level preparation times for current orders within a restaurant.

A transaction processing device of an embodiment includes a first registration unit, a linkage unit, and a second registration unit. The first registration unit stores a content of a transaction related to a user in response to a request from a first terminal made by an operation of the user. The linkage unit links the process of storing the content of the transaction related to the user performed by the first registration unit to a second terminal. When the content of the transaction related to the user is sent from the second terminal, the second registration unit stores the content of the transaction sent from the second terminal as the content of the transaction related to the user in the first registration unit by using the association.

A transaction processing device of an embodiment includes a first registration unit, a linkage unit, and a second registration unit. The first registration unit stores a content of a transaction related to a user in response to a request from a first terminal made by an operation of the user. The linkage unit links the process of storing the content of the transaction related to the user performed by the first registration unit to a second terminal. When the content of the transaction related to the user is sent from the second terminal, the second registration unit stores the content of the transaction sent from the second terminal as the content of the transaction related to the user in the first registration unit by using the association.

A scale-based order management and fulfillment system includes a computer system configured as an order manager, the computer system connected for electronic receipt of customer orders from one or more external devices or systems; and a plurality of scales within a store. The computer system is configured to dynamically process customer orders for fulfillment.

A non-transitory computer-readable recording medium stores therein an information processing program that causes a computer to execute a process including, specifying, from a plurality of images taken by one or more camera devices, a person who visits a store and a first object that contains one or more first commodity products and is used by the person, specifying, from the plurality of images, a location of the person in the store, specifying, based on the location of the person and a location of each of a plurality of terminals in the store, a first terminal in which the person uses from among the plurality of terminals, associating the one or more first commodity products contained in the first object with the first terminal, and performing authentication processing of the one or more first commodity products contained in the first object by using the certificate information.

A checkout device in a point of sales (POS) system includes a table on which one or more merchandise items can be placed, a scale configured to measure a total weight of the merchandise items placed on the table, a scanner configured to read an image displayed on a terminal operated by a customer, and a processor. The processor is configured to, upon receipt of the image by the scanner, determine one or more merchandise items that have been registered by the customer using the terminal, determine a total weight of the registered merchandise items using a weight predetermined for each merchandise item, determine whether a difference between the determined total weight and the measured total weight exceeds a threshold, and upon determining that the difference exceeds the threshold, issue an abnormal command.

An expedited automated merchant boarding system in association with a distributed enhanced payment processing system includes a merchant point of sale (POS) terminal system and a remote enhanced payment management system (EPMS). The remote EPMS pre-boards anticipated POS terminal system components and records pre-boarding results information. The POS terminal system initiates merchant boarding by transmitting merchant account information. The remote EPMS receives merchant account information and establishes a merchant account. The POS terminal system utilizes protocol transactions including auto-boarding information to initiate auto-boarding with the remote EPMS. The remote EPMS auto-boards the POS terminal system utilizing received auto-boarding information and recorded pre-boarding results. The remote EPMS turns up selected payment management services for the merchant POS terminal system. The POS terminal system utilizes payment transactions to conduct validation of successful interoperation with the remote EPMS. The remote EPMS enables utilization of selected payment management services by the POS terminal system.