Abstract: Systems and methods for determining product availability based on ingredient stock information are disclosed. An ingredient database is accessed, which contains indications of multiple ingredients utilized for products. A mapping is generated between product recipes for the products and the multiple ingredients from the ingredient database. Current stock information is received for the multiple ingredients, including an indication of an ingredient being out of stock. A product recipe is identified that includes the out-of-stock ingredient, and availability of a product associated with the product recipe is dynamically updated. Updating the availability can include disabling ordering of the product and/or modifying a display of an order screen on a user display.

Abstract: The disclosed technology provides for implementing remediations to item listing data in an online retail environment. A method can include receiving, by a computing system from a data management system, a topic for a change in item listing data, retrieving, from a data store, at least one model trained to (i) identify changes in other item listing data, (ii) determine at least one suggested remediation to the changes to generate accurate item listing data, and (iii) determine at least one confidence metric indicating a likelihood that the at least one suggested remediation will result in generating the accurate item listing data, inputting the item listing data to the at least one model, receiving output from indicating at least one suggestion to remediate the item listing data, determining that the at least one suggestion satisfies auto-remediation criteria, and auto-remediating the item listing data with the at least one suggestion.

Abstract: For an enterprise system, a data system has data records identifying logical items and logical containers that correspond to physical items and physical containers, the data records reflecting the storage of physical items and physical containers with other physical containers. An indication is received that a particular physical item has been moved from a first physical container to as second physical container. At least one identified data record is identified that reflects the storage of the physical item in the first physical container. The identified data records are updated to reflect the storage of the physical item in the second physical container.

Abstract: For an enterprise system, a data system has data records identifying logical items and logical containers that correspond to physical items and physical containers, the data records reflecting the storage of physical items and physical containers with other physical containers. An indication is received that a particular physical item has been moved from a first physical container to as second physical container. At least one identified data record is identified that reflects the storage of the physical item in the first physical container. The identified data records are updated to reflect the storage of the physical item in the second physical container.