Patent ID: 11915110
Assignee: WELLS FARGO BANK, N.A.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A method comprising:
retrieving, over a network connection, a first source file of a first infrastructure asset and a second source file of a second infrastructure asset;
processing the first source file and the second source file by inputting the first source file and the second source file into a first machine learning model, the first machine learning model trained to identify data elements;
based on output of the first machine learning model, extracting first unlabeled data of a first semi-structured data element from the first source file, and extracting second unlabeled data of a second semi-structured data element from the second source file;
inputting, using at least one processor, the processed first source file and processed second source file into a second machine learning model, the second machine learning model trained to identify relationship types between infrastructure assets;
receiving, using the at least one processor, an output from the second machine learning model identifying a plurality of relationships between the infrastructure assets, wherein a relationship of the plurality of relationships indicates the first unlabeled data matches the second unlabeled data; and
updating, using the at least one processor, a data store based on the output of the second machine learning model to indicate a relationship between the first infrastructure asset and the second infrastructure asset.