Patent ID: 11960849
Assignee: IRONCLAD, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
receiving, by a computing platform of a networked document workflow environment that enables a document to be edited by a user, first user input that indicates at least a portion of the document that is to be analyzed by one or more machine learning models, wherein the portion of the document includes a first clause for a legal contract;
based on the first user input, causing at least the portion of the document to be analyzed by the one or more machine learning models by:
from a plurality of natural language processing models configured to process contractual terms of the legal contract, process clauses of the legal contract, and determine suggested edits to the legal contract, selecting, by the computing platform, two or more natural language processing models that will process the portion of the document, wherein the two or more natural language processing models includes an extractive language model that is configured to classify clauses of the legal contract as one or more types of clauses and a generative language model that is configured to determine suggested edits to the one or more types of clauses,
using, by the computing platform and based on the selecting, the two or more natural language processing models to process the portion of the document, resulting in output data from the two or more natural language processing models, wherein the output data includes a classification of the portion of the document as a first type of the one or more types of clauses, and wherein the output data includes, based on the first type, a first suggested edit to the portion of the document, and
determining, by the computing platform, response data based on the output data, wherein the response data indicates the first suggested edit to the portion of the document; and

causing, by the computing device, display of the response data to provide a visual indication of the first suggested edit to the user in the networked document workflow environment.