US 2025/0156791 A1 · Service-Based Network Data Request Choreography for Program Qualification Analysis

Abstract

A system determines an amount of time available for responding to a request regarding eligibility for a client account for a modification based on a confidence grade for the client. The system transmits a first query and a second query. The system uses trained machine learning model(s) to determine respective estimated receipt times of first and second datasets responsive to the first and second queries, and to determine respective importance levels of the first and second datasets to determining the confidence grade. The system generates a preliminary confidence grade based on the first dataset, and delays generation of the confidence grade until the second dataset is received based on the estimated receipt times and importance levels. The system updates the preliminary confidence grade using the second dataset to generate the confidence grade, determines the eligibility determination, and updates the training of the machine learning models.

Claims30

Dependent claims

A method of choreographing requests for and receipt of data from various services, the method comprising:

receiving rule data, wherein the rule data corresponds to a set of rules, and wherein the set of rules continues to be updated over time;
receiving request data, wherein the request data identifies information to be requested from a plurality of information sources on behalf of one or more services;
modifying the request data, based on the rule data, to select a subset of a plurality of information sources to request the information from;
generating one or more requests for the information;
sending each of the one or more requests to a respective information source of the subset;
aggregating the information as received from the subset to generate aggregated information;
sending the aggregated information to the one or more services;
and
initiating one or more analyses by the one or more services using the aggregated information.

6 more elements

An apparatus for choreographing requests for and receipt of data from various services, the apparatus comprising:

a communication interface coupled to a network;
a memory that stores instructions;
and
a processor that executes the instructions, wherein execution of the instructions by the processor causes the processor to:
receive rule data, wherein the rule data corresponds to a set of rules, and wherein the set of rules continues to be updated over time;
receive request data, wherein the request data identifies information to be requested from a plurality of information sources on behalf of one or more services;
modify the request data, based on the rule data, to select a subset of a plurality of information sources to request the information from;
generate one or more requests for the information;
send each of the one or more requests to a respective information source of the subset;
aggregate the information as received from the subset to generate aggregated information;
send the aggregated information to the one or more services;
and
initiate one or more analyses by the one or more services using the aggregated information.

10 more elements

Dependencies are inferred from the claim text.

Service-Based Network Data Request Choreography for Program Qualification Analysis

Life of this patent

Service-Based Network Data Request Choreography for Program Qualification Analysis

Life of this patent

Abstract

Claims30