Patent ID: 11966859
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
receiving, by at least one processor, a service type recommendation request from a computing device associated with a user, wherein the service type recommendation request is representative a request for a recommendation for a service based at least in part on an entity record;
accessing, by the at least one processor, a plurality of activity data entries in an activity record database, each activity data entry comprises at least one data item;
utilizing, by the at least one processor, an entity matching machine learning model to identify a plurality of matching activity data entries within the plurality of activity data entries matched to the entity record based at least in part on the at least one data item of each activity data entry;
determining, by the at least one processor, an index for the entity record based at least in part on:
the plurality of matching activity data entries, and
the at least one data item associated with each matching activity data entry;

categorizing, by the at least one processor, the entity record based on the index according to a set of predetermined quantity index ranges to match the entity record to the service of a plurality of products;
wherein each predetermined quantity index range of the set of predetermined quantity index ranges matches to a respective service; and

instructing, by the at least one processor, a display of the computing device to render a graphical user interface that presents the recommendation for the service based at least in part on the categorizing of the entity record according to a set of predetermined quantity index ranges.