Machine learned model for managing foundational items in concierge system

A computer program product comprising a non-transitory computer readable storage medium having instructions encoded thereon that, when executed by a processor, cause the processor to:

• receive, by an online concierge system, from a client device comprising a customer mobile application, an order comprising a list of one or more items for delivery to a destination location from a warehouse, wherein the customer mobile application comprises a user interface;
• identify, by the online concierge system, a set of item groupings from a database of item groupings that match the list of one or more items, wherein each item grouping in the database of item groupings corresponds to a specific set of items;
• apply, by the online concierge system, the order and the set of item groupings to a machine learning model to produce a set of foundational items comprising one or more items in the list of one or more items;
• and
• send for display, by the online concierge system, to the client device, an updated user interface comprising a foundational items graphical element that visually distinguishes the set of foundational items from other items in the list of one or more items.

An online concierge system, comprising:

• a processor;
• and
• a non-transitory computer-readable storage medium having instructions encoded thereon that, when executed by the processor, cause the online concierge system to:
• receive, by the online concierge system, from a client device comprising a customer mobile application, an order comprising a list of one or more items for delivery to a destination location from a warehouse, wherein the customer mobile application comprises a user interface;
• identify, by the online concierge system, a set of item groupings from a database of item groupings that match the list of one or more items, wherein each item grouping in the database of item groupings corresponds to a specific set of items;
• apply, by the online concierge system, the order and the set of item groupings to a machine learning model to produce a set of foundational items comprising one or more items in the list of one or more items;
• and
• send for display, by the online concierge system, to the client device, an updated user interface comprising a foundational items graphical element that visually distinguishes the set of foundational items from other items in the list of one or more items.