CPC G06Q 10/10 (2013.01) [G06F 9/44505 (2013.01); G06F 9/54 (2013.01); G06F 9/547 (2013.01); G06F 16/258 (2019.01); G06F 16/9558 (2019.01); G06F 16/9562 (2019.01); G06F 18/24 (2023.01); G06F 21/53 (2013.01); G06F 21/602 (2013.01); G06F 21/604 (2013.01); G06F 21/6227 (2013.01); G06F 21/6245 (2013.01); G06F 40/103 (2020.01); G06F 40/174 (2020.01); G06F 40/18 (2020.01); G06N 3/02 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01); G06Q 20/382 (2013.01); G06Q 20/4014 (2013.01); G06Q 30/0185 (2013.01); G06Q 30/0206 (2013.01); G06Q 30/0601 (2013.01); G06Q 30/0613 (2013.01); G06Q 30/0619 (2013.01); G06Q 30/0637 (2013.01); G06Q 30/0643 (2013.01); G06Q 40/02 (2013.01); G06Q 40/03 (2023.01); H04L 9/0825 (2013.01); H04L 63/0435 (2013.01); H04L 63/08 (2013.01); H04L 63/0815 (2013.01); H04L 63/102 (2013.01); H04L 63/123 (2013.01); H04L 63/166 (2013.01); H04L 63/168 (2013.01); H04L 67/01 (2022.05); G06F 8/65 (2013.01); G06F 8/71 (2013.01); G06F 2221/2107 (2013.01); G06K 7/1417 (2013.01); G06Q 50/265 (2013.01); G06Q 2220/00 (2013.01); H04L 9/0822 (2013.01)] | 20 Claims |
1. A method comprising:
encrypting, by one or more computing devices, a plurality of rule sets for prequalifying an applicant to be stored within a lender repository of a jailed environment on a server, wherein a respective rule set of the plurality of rule sets is output from each trained machine-learning model of a plurality of trained machine-learning models, wherein each trained machine-learning model of the plurality of trained machine-learning models is trained to generate rules for a respective lender of a plurality of lenders, wherein, based on the jailed environment, the respective rule set output by each trained machine-learning model of the plurality of trained machine-learning models is accessible to only the respective lender;
receiving a request to generate a prequalification result for a product based on applicant information;
for each lender of the plurality of lenders and responsive to the request to generate the prequalification result for the product based on the applicant information:
decrypting, within the jailed environment and based on a respective lender-specific key, the respective rule set,
generating, in parallel within the jailed environment, based on the respective rule set and the applicant information, a respective prequalification result, and
causing a client device to display an indication of the respective prequalification result.
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