Patent ID: 11907306
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 4:
5. A system comprising:
one or more processors; and
a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to:
receive a first single-page document;
iteratively, until a document type is identified:
scan a portion of the first single-page document, wherein the portion is a fraction of the first single-page document;
extract first data from the portion of the first single-page document; and
determine whether the document type is identified by, using a machine learning model (MLM), determining whether the first data corresponds to one or more document types of a plurality of document types based on one or more confidence thresholds, wherein the portion of the first single-page document scanned increases by a predetermined amount each iteration, the predetermined amount being dynamically updated each iteration by:
determining that a predefined amount of empty space is identified within the portion of the first single-page document;
responsive to determining the predefined amount of empty space is identified within the portion of the first single-page document, increasing the portion of the first single-page document scanned by a second predetermined amount each iteration until second text data is identified; and
responsive to the second text data being identified, automatically reverting to scanning the first single-page document based on an initial predetermined amount with each iteration; and

responsive to determining the first data corresponds to the one or more document types based on the one or more confidence thresholds, transmit a first notification indicating a first document type match.